AlloSure SNP Error Analysis
J. Collins | 2017-04-11
from collections import defaultdict, OrderedDict
from datetime import datetime
from math import log, sqrt
from matplotlib.backends.backend_pdf import PdfPages
from matplotlib.font_manager import FontProperties
from matplotlib.gridspec import GridSpec
from matplotlib.ticker import FuncFormatter
from operator import itemgetter
from scipy.stats import binom, norm, poisson
from tqdm import tqdm
import ggplot
import matplotlib as mpl
import matplotlib.mlab as mlabS
import matplotlib.pyplot as plt
import numpy as np
import os
import pandas as pd
import plotly
import random
import re
import seaborn as sns
import sys
import timeit
sns.set_style('whitegrid')
sns.set(font_scale=1.4)
%matplotlib inline
# from notebook.services.config import ConfigManager
# ConfigManager().update('notebook', {'ExecuteTime': {
# 'display_absolute_timestamps': False,
# 'display_absolute_timings': False,
# 'relative_timing_update_period': .005,
# 'template': {
# 'executed': 'started ${start_time}, finished in ${end_time}-${duration}',
# }
# }})
# * * * ADD CUSTOM FUNCTIONS TO CFDNA_TOOLS MODULE * * *
def print_exec_time(init_time):
'''Function defintion to track total time taken for
a given cell to complete its execution.
'''
elapsed = timeit.default_timer() - init_time
print("Execution time: {} ms ".format(round(elapsed * 1000, 5)))
def mpl_reset():
'''Undo Seaborn style'''
del sns
mpl.rcParams.update(mpl.rcParamsDefault)
def to_percent(y, position):
'''Print dd-cfDNA labels in percentage.'''
# Ignore the passed in position. This has the effect of scaling the default
# tick locations.
s = str(100 * y)
# The percent symbol needs escaping in latex
if mpl.rcParams['text.usetex'] is True:
return s + r'$\%$'
else:
return s + '%'
def strip_all_whitespace(df):
for col in df.columns:
if df[col].dtype == object:
tmp_s = df[col].str.strip()
df.loc[:, col] = tmp_s
return df
def convert_result_to_float(df, col_name, div=1):
def f(x): return float(x) / div
for col in df.columns:
if col.endswith(col_name):
tmp_s = df[col].str.replace('%', '')
df.loc[:, col] = tmp_s.apply(f)
return df
def return_numeric(df):
return df_all.select_dtypes(
include=['float64']).dropna(
how='all',
axis=1)
# def distribute(series, n=100, set_xlim=True, p=97):
# sns.set_style('white')
# s = series.dropna()
# # f,ax1 = plt.subplots(nrows=2, ncols=1, figsize = (8, 8))
# fig, ax1 = plt.subplots(nrows = 1,
# ncols = 1,
# figsize = (8, 8))
# y, x, _ = ax1.hist(
# s,
# bins=n,
# normed=True,
# fc='w',
# ec='k',
# lw=1.0,
# zorder=3,
# alpha=0.7,
# label='{}'.format(
# s.describe(
# percentiles=[0.05,0.1,0.25,
# 0.5,0.75, 0.9,
# 0.95 ])))
# ax2 = ax1.twinx()
# mean = s.clip_upper(0.01).median()
# s_linx = np.linspace(min(s),
# np.percentile(s, 95),
# 100)
# ax1.plot(s_linx,
# norm.pdf(s_linx,
# loc=mean,
# scale=s.clip_upper(0.01).std()),
# '--k', lw=2.0, zorder=5)
# ax2.plot(s_linx,
# poisson.pmf(np.arange(100),
# mu=mean*(1e2/max(s_linx))),
# '--', c='maroon', lw=2.0, zorder=6,
# label="poisson")
# # if set_xlim:
# for ax in (ax1,ax2):
# ax.xaxis.set_ticks_position('bottom')
# ax.set_xlim(min(s),max(s_linx))
# ax.spines['top'].set_visible(False)
# ax.xaxis.set_ticks_position('bottom')
# ax.tick_params('both',
# width=1,
# which='major',)
# # ax.spines['right'].set_visible(False)
# # ax.spines['left'].set_visible(False)
# # ax1.set_ylim(0,
# # y.max()*1.1)
# # ax2.set_ylabel('Poisson approx.',
# # color='maroon',
# # labelpad=15)
# ax.tick_params('y',
# length=15,
# colors='maroon',
# pad=40,)
# ax1.legend(loc='best',
# bbox_to_anchor=(1, 1))
# # ax1.yaxis.set_ticks_position('left')
# # ax2.yaxis.set_ticks_position('right')
# # sns.despine(ax=ax1,
# # offset=10,
# # trim=True)
# # sns.despine(ax=ax2,
# # offset=0.02,
# # trim=True)
# fig.tight_layout()
['size', 'width', 'color', 'tickdir', 'pad', 'labelsize', 'labelcolor', 'zorder', 'gridOn', 'tick1On', 'tick2On', 'label1On', 'label2On', 'length', 'direction', 'left', 'bottom', 'right', 'top', 'labelleft', 'labelbottom', 'labelright', 'labeltop']
pd.set_option('display.max_columns', 200)
pd.set_option('display.max_colwidth', 50)
pd.set_option('display.max_rows', 50)
pd.set_option('display.width', 100)
# autopep8 -dv -a -a
# pip install jupyter_contrib_nbextensions
# jupyter nbextensions_configurator enable
# File input pathnames:
# seq01_smpl = '/Users/jcollins-macbook/Python/cfDNA/stanford/gallo-klvtx/CFDNA_SAMPLE_RESULT_REFLAB_MVW_01102017a.txt'
# seq01_SNP = '/Users/jcollins-macbook/Documents/iCloud-cfDNA/CFDNA_SNP_RESULT_T1.txt'
# seq01_smpl = '/Users/jcollins-macbook/Documents/iCloud-cfDNA/CFDNA_SAMPLE_RESULT_REFLAB_MVW_170201.csv'
# seq01_SNP = '/Users/jcollins-macbook/Documents/iCloud-cfDNA/CFDNA_SNP_RESULT_T1_170201.csv'
seq01_smpl = '/Users/jcollins-macbook/Documents/iCloud-cfDNA/caredx/Datasets/tertiary/170215_all_outputBySample.csv'
KT_smpl = '/Users/jcollins-macbook/Documents/iCloud-cfDNA/caredx/AlloSure--Analytical_Validation/PCR-Multiplexing-project/KT170203_SDU_output_updated 170308.txt'
seq01_SNP = '/Users/jcollins-macbook/Documents/iCloud-cfDNA/caredx/Datasets/tertiary/170215_all_outputBySNP.csv'
# seq01_SNP = '/Users/jcollins-macbook/Documents/iCloud-cfDNA/caman trredx/Datasets/tertiary/CFDNA_SNP_RESULT_T1-2017_output.txt'
DART_lock2_smpls = '/Users/jcollins-macbook/Documents/iCloud-cfDNA/caredx/Datasets/dart/DART_28Oct2017lock_eids.csv'
DART_lock2_PIDs = '/Users/jcollins-macbook/Documents/iCloud-cfDNA/caredx/Datasets/dart/DART_28Oct2017lock_eids_sid.csv'
SNP_MiSeq_cov = '/Users/jcollins-macbook/Documents/iCloud-cfDNA/caredx/AlloSure--Analytical_Validation/PCR-Multiplexing-project/coverage-uniformity/282_amplicons_2X-vs-1X-coverage.csv'
SNP_cov = pd.read_csv(SNP_MiSeq_cov)
SNP_cov.set_index('SNP_ID', inplace=True)
SNP_cov
| Genome_location | Ref_start_pos | Ref_end_pos | rsID | SNP_pos_in_ref | Ref | Alt | amp_length | SNP_pos | SNP_cov_end_bound | SNP_cov_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| SNP_ID | |||||||||||
| IISNP1 | chr11_115206646_115207761 | 501 | 616 | rs10488710 | chr11_115206646_115207761:531 | C | G | 116 | 31 | 35 | False |
| IISNP10 | chr4_46329095_46330254 | 501 | 660 | rs279844 | chr4_46329095_46330254:561 | A | T | 160 | 61 | 79 | False |
| IISNP100 | chr19_10599851_10600965 | 501 | 615 | rs1048290 | chr19_10599851_10600965:592 | G | C | 115 | 92 | 34 | False |
| IISNP101 | chr17_33998221_33999330 | 501 | 610 | rs1049379 | chr17_33998221_33999330:582 | G | C | 110 | 82 | 29 | True |
| IISNP102 | chr1_154744236_154745348 | 501 | 613 | rs1051614 | chr1_154744236_154745348:572 | C | G | 113 | 72 | 32 | True |
| IISNP103 | chr2_118574685_118575803 | 501 | 619 | rs1052637 | chr2_118574685_118575803:531 | C | G | 119 | 31 | 38 | False |
| IISNP104 | chr1_236381266_236382387 | 501 | 622 | rs1055851 | chr1_236381266_236382387:560 | G | C | 122 | 60 | 41 | True |
| IISNP105 | chr20_24939035_24940159 | 501 | 625 | rs1056033 | chr20_24939035_24940159:556 | G | C | 125 | 56 | 44 | True |
| IISNP106 | chr5_145441622_145442735 | 501 | 614 | rs1056149 | chr5_145441622_145442735:582 | G | C | 114 | 82 | 33 | True |
| IISNP107 | chr11_17519170_17520279 | 501 | 610 | rs1064074 | chr11_17519170_17520279:573 | C | G | 110 | 73 | 29 | True |
| IISNP108 | chr2_85769181_85770292 | 501 | 612 | rs1078004 | chr2_85769181_85770292:531 | C | G | 112 | 31 | 31 | False |
| IISNP109 | chr11_11292148_11293259 | 501 | 612 | rs10831567 | chr11_11292148_11293259:553 | G | C | 112 | 53 | 31 | True |
| IISNP11 | chr4_169663057_169664186 | 501 | 630 | rs6811238 | chr4_169663057_169664186:559 | T | G | 130 | 59 | 49 | True |
| IISNP110 | chr10_129899187_129900315 | 501 | 629 | rs11106 | chr10_129899187_129900315:592 | G | C | 129 | 92 | 48 | False |
| IISNP111 | chr1_75096893_75098000 | 501 | 608 | rs11210490 | chr1_75096893_75098000:534 | G | C | 108 | 34 | 27 | True |
| IISNP112 | chr7_130020932_130022055 | 501 | 624 | rs1126899 | chr7_130020932_130022055:557 | G | C | 124 | 57 | 43 | True |
| IISNP113 | chr15_78632267_78633388 | 501 | 622 | rs1127472 | chr15_78632267_78633388:564 | C | G | 122 | 64 | 41 | True |
| IISNP114 | chr10_24872787_24873906 | 501 | 620 | rs1127893 | chr10_24872787_24873906:583 | C | G | 120 | 83 | 39 | False |
| IISNP115 | chr5_176862952_176864062 | 501 | 611 | rs1130857 | chr5_176862952_176864062:568 | G | C | 111 | 68 | 30 | True |
| IISNP116 | chr4_88415067_88416171 | 501 | 605 | rs1049544 | chr4_88415067_88416171:570 | G | C | 105 | 70 | 24 | True |
| IISNP117 | chr19_44302506_44303626 | 501 | 621 | rs11547806 | chr19_44302506_44303626:561 | C | G | 121 | 61 | 40 | True |
| IISNP118 | chr12_121416065_121417194 | 501 | 630 | rs1169289 | chr12_121416065_121417194:558 | C | G | 130 | 58 | 49 | True |
| IISNP119 | chr9_2717972_2719101 | 501 | 630 | rs12237048 | chr9_2717972_2719101:563 | C | G | 130 | 63 | 49 | True |
| IISNP12 | chr16_78016473_78017602 | 501 | 630 | rs430046 | chr16_78016473_78017602:579 | C | T | 130 | 79 | 49 | True |
| IISNP120 | chr4_129042633_129043755 | 501 | 623 | rs12508837 | chr4_129042633_129043755:572 | C | G | 123 | 72 | 42 | True |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| IISNP77 | chr18_22738427_22739556 | 501 | 630 | rs7229946 | chr18_22738427_22739556:575 | G | A | 130 | 75 | 49 | True |
| IISNP78 | chr10_118506324_118507433 | 501 | 610 | rs740598 | chr10_118506324_118507433:576 | G | A | 110 | 76 | 29 | True |
| IISNP79 | chr1_14154833_14155962 | 501 | 630 | rs7520386 | chr1_14154833_14155962:570 | G | A | 130 | 70 | 49 | True |
| IISNP8 | chr21_43606463_43607573 | 501 | 611 | rs221956 | chr21_43606463_43607573:535 | T | C | 111 | 35 | 30 | True |
| IISNP80 | chr5_159487382_159488507 | 501 | 626 | rs7704770 | chr5_159487382_159488507:572 | G | A | 126 | 72 | 45 | True |
| IISNP81 | chr17_41341424_41342523 | 501 | 600 | rs8070085 | chr17_41341424_41342523:561 | A | G | 100 | 61 | 19 | True |
| IISNP82 | chr17_80461344_80462465 | 501 | 622 | rs8078417 | chr17_80461344_80462465:592 | C | T | 122 | 92 | 41 | False |
| IISNP83 | chr1_239881353_239882471 | 501 | 619 | rs891700 | chr1_239881353_239882471:574 | A | G | 119 | 74 | 38 | True |
| IISNP84 | chr11_11095660_11096769 | 501 | 610 | rs901398 | chr11_11095660_11096769:562 | C | T | 110 | 62 | 29 | True |
| IISNP85 | chr13_84456181_84457286 | 501 | 606 | rs9546538 | chr13_84456181_84457286:555 | T | C | 106 | 55 | 25 | True |
| IISNP86 | chr22_19919790_19920889 | 501 | 600 | rs9606186 | chr22_19919790_19920889:570 | C | G | 100 | 70 | 19 | True |
| IISNP87 | chr18_29310484_29311587 | 501 | 604 | rs985492 | chr18_29310484_29311587:551 | G | A | 104 | 51 | 23 | True |
| IISNP88 | chr3_59487752_59488863 | 501 | 612 | rs9866013 | chr3_59487752_59488863:589 | T | C | 112 | 89 | 31 | False |
| IISNP89 | chr22_33558944_33560052 | 501 | 609 | rs987640 | chr22_33558944_33560052:565 | T | A | 109 | 65 | 28 | True |
| IISNP9 | chr5_136632784_136633892 | 501 | 609 | rs13182883 | chr5_136632784_136633892:555 | G | A | 109 | 55 | 28 | True |
| IISNP90 | chr17_2918812_2919921 | 501 | 610 | rs9905977 | chr17_2918812_2919921:582 | A | G | 110 | 82 | 29 | True |
| IISNP91 | chr2_124108634_124109748 | 501 | 615 | rs993934 | chr2_124108634_124109748:580 | A | G | 115 | 80 | 34 | True |
| IISNP92 | chr18_9749309_9750416 | 501 | 608 | rs9951171 | chr18_9749309_9750416:571 | G | A | 108 | 71 | 27 | True |
| IISNP93 | chr7_47924777_47925902 | 501 | 626 | rs10274334 | chr7_47924777_47925902:555 | C | G | 126 | 55 | 45 | True |
| IISNP94 | chr19_57085220_57086327 | 501 | 608 | rs10421285 | chr19_57085220_57086327:550 | G | C | 108 | 50 | 27 | True |
| IISNP95 | chr19_41938759_41939869 | 501 | 611 | rs1043413 | chr19_41938759_41939869:539 | C | G | 111 | 39 | 30 | True |
| IISNP96 | chr1_19447280_19448406 | 501 | 627 | rs1044010 | chr1_19447280_19448406:564 | C | G | 127 | 64 | 46 | True |
| IISNP97 | chr8_142203762_142204884 | 501 | 623 | rs1045248 | chr8_142203762_142204884:565 | C | G | 123 | 65 | 42 | True |
| IISNP98 | chr14_31354504_31355624 | 501 | 621 | rs1045644 | chr14_31354504_31355624:593 | C | G | 121 | 93 | 40 | False |
| IISNP99 | chr11_58318053_58319181 | 501 | 629 | rs1047979 | chr11_58318053_58319181:567 | C | G | 129 | 67 | 48 | True |
282 rows × 11 columns
# print(sorted(SNP_cov.index.values))
# len(SNP_cov.index.values)
# filtered_all_SNP = all_SNP[all_SNP.SNPPASSQC == True]
# filtered_all_SNP
# SNP_cov_dict = defaultdict(list)
# for SNP, reads in zip(filtered_all_SNP.SNP_NAME, filtered_all_SNP.ALL_READS):
# SNP_cov_dict[SNP].append(reads)
# # , reverse=True)
# sorted_SNP_cov = sorted(SNP_cov_dict.items(), key=lambda (k, v): np.mean(v))
# for (k, v) in sorted_SNP_cov:
# print("{}\t{}".format(k, np.mean(v)))
t_init = timeit.default_timer()
all_SNP = pd.read_csv(seq01_SNP, sep='$')#, verbose=True)
all_SNP.info()
all_SNP.set_index('SAMPLE_NAME', inplace=True)
print_exec_time(t_init)
<class 'pandas.core.frame.DataFrame'> RangeIndex: 3388573 entries, 0 to 3388572 Data columns (total 36 columns): ID float64 RUN_ID float64 EXPERIMENT_NAME object SAMPLE_NAME object AMPLICON_NAME object SNP_NAME object CHROMOSOME object POSITION float64 REF object ALT object REF_COUNT float64 ALT_COUNT float64 REF_FREQ float64 ALT_FREQ float64 REF_ALT_READS float64 ALL_READS float64 ERR_COUNT float64 ERR_FREQ_TOTAL float64 CHROMOSOME_MOCK object POSITION_MOCK float64 DONORFREQUENCY float64 ALT_FREQ_TOTAL float64 REF_FREQ_TOTAL float64 DONORFREQUENCYTOTAL float64 RECIPIENTALLELE object DONORALLELE object SUBSTITUTION object SNPDIRECTION object SAMPLE_PROJECT float64 UNIQUEID object RELATIVE_COVERAGE float64 REFALTFRACTION float64 SNPPASSQC bool BACKGROUND float64 ADJUSTEDFREQUENCY float64 RECIPIENTGENOCALL object dtypes: bool(1), float64(21), object(14) memory usage: 908.1+ MB Execution time: 23260.77769 ms
t_init = timeit.default_timer()
df_allSmpl = pd.read_csv(seq01_smpl, verbose=True, sep='$')#error_bad_lines=False)
df_allSmpl.sort_index(inplace=True, axis=1)
df_allSmpl.set_index('SAMPLE_NAME', inplace=True)
df_allSmpl = convert_result_to_float(df_allSmpl,'PCT_DD_CFDNA', div=100)
# df_allSmpl = convert_result_to_float(df_allSmpl, 'TOTAL_READS')
df_allSmpl.info(verbose=True)
print_exec_time(t_init)
Tokenization took: 40.16 ms Type conversion took: 85.86 ms Parser memory cleanup took: 0.03 ms Tokenization took: 25.25 ms Type conversion took: 65.65 ms Parser memory cleanup took: 0.01 ms <class 'pandas.core.frame.DataFrame'> Index: 16212 entries, HRZ-7-7-8ng-16054E4-400E4 to SL303-Oct-28-15 Data columns (total 103 columns): AA_BARCODE_NAME object AA_BARCODE_WELL object AA_INDEX object ACCEPTED_BY object ACCEPTED_DATE object ACCESSIONED_BY object ACCESSION_NO object ACCESSION_SESSION_ID object ACCESS_ARRAY_NUM float64 ANALYSIS_NUM object BC_SESSION_ID float64 BLOOD_VOL float64 CFDNA_PROCESSED object CFDNA_PROCESS_DATE float64 CLUSTER_DENSITY float64 COLLECTION_DATE object COLLECTION_TIME object COMMENTS object DATE_ACCESSIONED object DATE_SEQUENCED object DAYS_SINCE_COLLECTION object DD_CFDNA_PASS_QC_N_DETECT_RPT object DESCRIPTION float64 DONOR_DNA_SOURCE object DONOR_RELATIONSHIP_DESCRIPTION object DONOR_TYPE object EXPERIMENT object EXP_DATE object FRACDETECTABLE object ID float64 INVESTIGATOR object LAB object LIBRARY_ID float64 LIVING_RELATED object LIVING_RELATED_DESC object MANIFEST_BARCODE_LABEL object MASS_INPUT object ORGAN object PATIENT object PATIENT_STUDY_ID object PAXGENE_WEIGHT float64 PCT_DD_CFDNA float64 PCT_DD_CFDNA_PASS_QC object PCT_DD_CFDNA_PASS_QC_N_DETECT object PCT_SPIKE_DPCR float64 PF object PLASMA_INPUT_VOL float64 POOL_ID float64 PRE_AMP_NUM float64 PROCESS_DATE object PROJECT_NAME object QC_BACKGROUND object QC_BACKGROUND_VAL object QC_CONTAM object QC_CONTAM_NON_ZR_RECHOMO_SNPS object QC_DD_HIGH object QC_DD_HIGH_PERCENT_RECIPHET object QC_LOW_INPUT object QC_LOW_INPUT_2 object QC_LOW_INPUT_2_PCT_RECIPHET object QC_LOW_INPUT_COVVAR_VALUE object QC_RESULT object QC_SUFFICIENT_SNPS object QC_SUFFICIENT_SNPS_RECHOMO_NUM object RD_SAMPLE_TYPE object READS_PASS_QC float64 RECIPIENTHETDIVISION object RECIPIENT_DNA_SOURCE object REPORTABLE object RND_PROJECT_NAME object RUN_DATE object RUN_ID object RUN_NAME object RUN_QC object SAMPLENAME object SAMPLE_ID object SAMPLE_STATUS object SAMPLE_WELL object SEQUENCER object SNPS_PASS_QC float64 SNPS_PASS_QC_PCT object SNPS_RECIPHET object SNPS_RECIPHET_PCT object SNPS_TRIALLELIC object SNPS_TRIALLELIC_PCT object SNPS_WITH_INSUFFICIENT_READS object SNPS_W_INSUFFICIENT_READS_PCT object STATUS object STOCK_DNA_CONC float64 STREK_LOT_NUM object STUDY_NAME object TARGETED_PCT_SPIKE float64 TEST_NAME object TOTAL_READS float64 TTP_FILE object TTP_FILE_NUM object TUBE_COMMENTS object TUBE_EID object TUBE_EID_SEQ float64 TUBE_SIZE object TUBE_TYPE object TUBE_TYPE_NAME object VISIT_ID float64 dtypes: float64(21), object(82) memory usage: 12.9+ MB Execution time: 345.58421 ms
/Users/jcollins-macbook/anaconda3/lib/python3.6/site-packages/IPython/core/interactiveshell.py:2717: DtypeWarning: Columns (6,7,9,16,36,38,47,51,55,61,64,66,76,79,100,102) have mixed types. Specify dtype option on import or set low_memory=False.
# %time
# f = lambda x: str(round(x/1e6,3))+' M'
# df_allSmpl.TOTAL_READS.apply(f)
# all_SNP.corr().to_csv('all_SNP_pandas_correlation_matrix.csv')
df_all_AV = pd.read_clipboard()
df_all_AV.info()
<class 'pandas.core.frame.DataFrame'> Int64Index: 180 entries, 645 to 305 Data columns (total 12 columns): Sample_Name 180 non-null object Sample_Name_short 180 non-null object AA_Chip_Number 180 non-null int64 HRZ_Panel 93 non-null float64 Input_ng 93 non-null float64 dd_cfDNA 180 non-null float64 dd_cfDNA_Pass_QC 180 non-null float64 QC_Result 180 non-null object fracDetectable 180 non-null float64 Is_Streck 180 non-null bool mean 1 non-null object median 1 non-null object dtypes: bool(1), float64(5), int64(1), object(5) memory usage: 17.1+ KB
df_all = df_allSmpl[df_allSmpl.index.isin(df_all_AV.Sample_Name)]
df_all.info()
<class 'pandas.core.frame.DataFrame'> Index: 180 entries, HRZ-8-1-60-Oct-6-15 to Streck0014-Oct-27-15 Columns: 103 entries, AA_BARCODE_NAME to VISIT_ID dtypes: float64(21), object(82) memory usage: 146.2+ KB
# df_all_DART = df_allSmpl[df_allSmpl.STUDY_NAME=='DART']
# df_all_DART.info()
# df_all_KT = df_allSmpl[df_allSmpl.index.str.startswith('KT170203')]
# df_all_KT = pd.read_csv(KT_smpl, sep='\t')
# df_all_KT.info()
# df_allSmpl.QC_RESULT
# series_all_DART = pd.read_csv(DART_lock2_smpls)
# series_all_DART.info()
# all_DART_list = series_all_DART.Sample_Name.values
# ### DART FILTER
# df_all_DART = df_allSmpl[df_allSmpl.index.str.startswith(tuple(series_all_DART.Sample_Name.values))]
# df_all_DART = df_allSmpl[(df_allSmpl['TUBE_EID'].isin(all_DART_list)) & (df_allSmpl.QC_RESULT)]
df_bySNP = all_SNP[all_SNP.index.isin(df_all_AV.Sample_Name)]# & (all_SNP.SNPPASSQC)]
df_bySNP.info(verbose=True)
<class 'pandas.core.frame.DataFrame'> Index: 46847 entries, HRZ-8-1-60-Oct-1-15 to AVBlank2-Nov-10-15 Data columns (total 35 columns): ID 46847 non-null float64 RUN_ID 46847 non-null float64 EXPERIMENT_NAME 46847 non-null object AMPLICON_NAME 46847 non-null object SNP_NAME 46847 non-null object CHROMOSOME 46847 non-null object POSITION 46847 non-null float64 REF 46847 non-null object ALT 46847 non-null object REF_COUNT 46847 non-null float64 ALT_COUNT 46847 non-null float64 REF_FREQ 46847 non-null float64 ALT_FREQ 46847 non-null float64 REF_ALT_READS 46847 non-null float64 ALL_READS 46847 non-null float64 ERR_COUNT 46847 non-null float64 ERR_FREQ_TOTAL 46847 non-null float64 CHROMOSOME_MOCK 46847 non-null object POSITION_MOCK 46847 non-null float64 DONORFREQUENCY 46847 non-null float64 ALT_FREQ_TOTAL 46847 non-null float64 REF_FREQ_TOTAL 46847 non-null float64 DONORFREQUENCYTOTAL 46847 non-null float64 RECIPIENTALLELE 46847 non-null object DONORALLELE 46847 non-null object SUBSTITUTION 46847 non-null object SNPDIRECTION 46847 non-null object SAMPLE_PROJECT 0 non-null float64 UNIQUEID 46847 non-null object RELATIVE_COVERAGE 46847 non-null float64 REFALTFRACTION 46847 non-null float64 SNPPASSQC 46847 non-null bool BACKGROUND 38067 non-null float64 ADJUSTEDFREQUENCY 38067 non-null float64 RECIPIENTGENOCALL 42832 non-null object dtypes: bool(1), float64(21), object(13) memory usage: 12.6+ MB
df_bySNP.groupby('UNIQUEID').describe().unstack()
| ADJUSTEDFREQUENCY | ALL_READS | ALT_COUNT | ALT_FREQ | ALT_FREQ_TOTAL | BACKGROUND | DONORFREQUENCY | DONORFREQUENCYTOTAL | ERR_COUNT | ERR_FREQ_TOTAL | ID | POSITION | POSITION_MOCK | REFALTFRACTION | REF_ALT_READS | REF_COUNT | REF_FREQ | REF_FREQ_TOTAL | RELATIVE_COVERAGE | RUN_ID | SAMPLE_PROJECT | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | |
| UNIQUEID | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| AVBlank-Aug-20-15 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 261.0 | 5806.513410 | 2902.762611 | 1.0 | 3419.00 | 6076.0 | 8225.00 | 11373.0 | 261.0 | 2773.264368 | 2813.277600 | 0.0 | 11.00 | 2337.0 | 4200.00 | 11351.0 | 261.0 | 0.496007 | 0.384085 | 0.0 | 0.001823 | 0.493609 | 0.998734 | 1.0 | 261.0 | 0.494812 | 0.383574 | 0.0 | 0.001633 | 0.492572 | 0.998116 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 261.0 | 0.187882 | 0.223036 | 0.0 | 0.000263 | 0.001520 | 0.462388 | 0.499635 | 261.0 | 0.187218 | 0.222339 | 0.0 | 0.000263 | 0.001495 | 0.461547 | 0.499416 | 261.0 | 21.597701 | 250.383788 | 0.0 | 0.0 | 2.0 | 4.00 | 4017.0 | 261.0 | 0.005545 | 0.043772 | 0.0 | 0.000000 | 0.000243 | 0.000678 | 0.472255 | 261.0 | 251372.0 | 75.488410 | 251242.0 | 251307.00 | 251372.0 | 251437.00 | 251502.0 | 261.0 | 7.582523e+07 | 6.049297e+07 | 299411.0 | 25009441.0 | 56204945.0 | 1.241092e+08 | 247752019.0 | 261.0 | 564.850575 | 15.854042 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 261.0 | 0.994455 | 0.043772 | 0.527745 | 0.999322 | 0.999757 | 1.000000 | 1.0 | 261.0 | 5784.915709 | 2902.433206 | 1.0 | 3417.00 | 6063.0 | 8215.00 | 11367.0 | 261.0 | 3011.651341 | 2959.090143 | 0.0 | 8.00 | 2650.0 | 4786.00 | 11164.0 | 261.0 | 0.503993 | 0.384085 | 0.0 | 0.001266 | 0.506391 | 0.998177 | 1.0 | 261.0 | 0.499643 | 0.381518 | 0.0 | 0.001265 | 0.505995 | 0.995895 | 1.0 | 261.0 | 1.019157 | 0.509492 | 0.000176 | 0.600102 | 1.066457 | 1.443649 | 1.996185 | 261.0 | 103.0 | 0.0 | 103.0 | 103.0 | 103.0 | 103.0 | 103.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| AVBlank-Aug-21-15 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 260.0 | 9922.400000 | 5110.151051 | 10.0 | 5979.75 | 10157.5 | 13955.00 | 20440.0 | 260.0 | 4739.830769 | 4880.569062 | 0.0 | 13.75 | 3816.5 | 7254.75 | 20422.0 | 260.0 | 0.497005 | 0.383689 | 0.0 | 0.001383 | 0.494759 | 0.998894 | 1.0 | 260.0 | 0.495754 | 0.383221 | 0.0 | 0.001383 | 0.494343 | 0.998015 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 260.0 | 0.187967 | 0.222454 | 0.0 | 0.000170 | 0.001206 | 0.455567 | 0.500000 | 260.0 | 0.187207 | 0.221630 | 0.0 | 0.000165 | 0.001206 | 0.451719 | 0.500000 | 260.0 | 45.473077 | 506.379308 | 0.0 | 0.0 | 2.0 | 6.00 | 8076.0 | 260.0 | 0.005751 | 0.044539 | 0.0 | 0.000000 | 0.000275 | 0.000593 | 0.477051 | 260.0 | 243049.5 | 75.199734 | 242920.0 | 242984.75 | 243049.5 | 243114.25 | 243179.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.994249 | 0.044539 | 0.522949 | 0.999407 | 0.999725 | 1.000000 | 1.0 | 260.0 | 9876.926923 | 5099.473446 | 10.0 | 5977.25 | 10040.5 | 13916.00 | 20426.0 | 260.0 | 5137.096154 | 5013.770347 | 0.0 | 11.00 | 4607.0 | 8215.75 | 19483.0 | 260.0 | 0.502995 | 0.383689 | 0.0 | 0.001106 | 0.505241 | 0.998617 | 1.0 | 260.0 | 0.498495 | 0.381071 | 0.0 | 0.001106 | 0.504398 | 0.994485 | 1.0 | 260.0 | 1.023077 | 0.526896 | 0.001031 | 0.616559 | 1.047318 | 1.438869 | 2.107524 | 260.0 | 101.0 | 0.0 | 101.0 | 101.0 | 101.0 | 101.0 | 101.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| AVBlank-Aug-26-15 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 260.0 | 7426.242308 | 4049.628649 | 18.0 | 4149.00 | 7423.5 | 10639.25 | 16884.0 | 260.0 | 3593.811538 | 3809.235483 | 0.0 | 8.75 | 2666.5 | 5394.75 | 16884.0 | 260.0 | 0.496324 | 0.384040 | 0.0 | 0.001074 | 0.492855 | 0.999195 | 1.0 | 260.0 | 0.495049 | 0.383464 | 0.0 | 0.001074 | 0.491744 | 0.998191 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 260.0 | 0.187976 | 0.223081 | 0.0 | 0.000186 | 0.000941 | 0.465429 | 0.499725 | 260.0 | 0.187279 | 0.222311 | 0.0 | 0.000186 | 0.000941 | 0.464283 | 0.499725 | 260.0 | 34.657692 | 379.009574 | 0.0 | 0.0 | 2.0 | 5.00 | 6024.0 | 260.0 | 0.005563 | 0.042809 | 0.0 | 0.000000 | 0.000200 | 0.000629 | 0.464600 | 260.0 | 131.5 | 75.199734 | 2.0 | 66.75 | 131.5 | 196.25 | 261.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.994437 | 0.042809 | 0.535400 | 0.999371 | 0.999800 | 1.000000 | 1.0 | 260.0 | 7391.584615 | 4041.831078 | 18.0 | 4140.00 | 7332.0 | 10564.50 | 16884.0 | 260.0 | 3797.773077 | 3749.203310 | 0.0 | 6.00 | 3239.0 | 6229.25 | 14384.0 | 260.0 | 0.503676 | 0.384040 | 0.0 | 0.000805 | 0.507145 | 0.998926 | 1.0 | 260.0 | 0.499388 | 0.381468 | 0.0 | 0.000804 | 0.507096 | 0.997231 | 1.0 | 260.0 | 1.023077 | 0.557897 | 0.002480 | 0.571587 | 1.022699 | 1.465717 | 2.326026 | 260.0 | 106.0 | 0.0 | 106.0 | 106.0 | 106.0 | 106.0 | 106.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| AVBlank-Aug-28-15 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 260.0 | 8469.019231 | 4706.167871 | 11.0 | 4565.00 | 8616.0 | 11972.25 | 19370.0 | 260.0 | 4051.323077 | 4298.955079 | 0.0 | 9.75 | 3302.5 | 6101.50 | 17287.0 | 260.0 | 0.497414 | 0.385364 | 0.0 | 0.000933 | 0.495145 | 0.999191 | 1.0 | 260.0 | 0.496254 | 0.384934 | 0.0 | 0.000933 | 0.494497 | 0.997936 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 260.0 | 0.183301 | 0.218693 | 0.0 | 0.000000 | 0.000836 | 0.449351 | 0.500000 | 260.0 | 0.182589 | 0.217876 | 0.0 | 0.000000 | 0.000835 | 0.448007 | 0.499819 | 260.0 | 38.284615 | 426.351184 | 0.0 | 0.0 | 2.0 | 4.00 | 6791.0 | 260.0 | 0.005564 | 0.044133 | 0.0 | 0.000000 | 0.000200 | 0.000488 | 0.469316 | 260.0 | 131.5 | 75.199734 | 2.0 | 66.75 | 131.5 | 196.25 | 261.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.994436 | 0.044133 | 0.530684 | 0.999512 | 0.999800 | 1.000000 | 1.0 | 260.0 | 8430.734615 | 4698.053089 | 11.0 | 4563.25 | 8566.5 | 11857.75 | 19366.0 | 260.0 | 4379.411538 | 4431.282983 | 0.0 | 8.00 | 3620.5 | 7012.50 | 18034.0 | 260.0 | 0.502586 | 0.385364 | 0.0 | 0.000809 | 0.504855 | 0.999067 | 1.0 | 260.0 | 0.498183 | 0.382778 | 0.0 | 0.000809 | 0.504233 | 0.998182 | 1.0 | 260.0 | 1.023077 | 0.568516 | 0.001329 | 0.551462 | 1.040833 | 1.446275 | 2.339940 | 260.0 | 107.0 | 0.0 | 107.0 | 107.0 | 107.0 | 107.0 | 107.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| AVBlank-Aug-31-15 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 260.0 | 7798.650000 | 4549.499741 | 2.0 | 4136.50 | 7842.0 | 11270.50 | 18243.0 | 260.0 | 3766.842308 | 4065.267909 | 0.0 | 6.75 | 2860.0 | 5906.50 | 17495.0 | 260.0 | 0.500088 | 0.384956 | 0.0 | 0.001011 | 0.494859 | 0.999047 | 1.0 | 260.0 | 0.498937 | 0.384635 | 0.0 | 0.001007 | 0.493938 | 0.998291 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 260.0 | 0.185473 | 0.221092 | 0.0 | 0.000144 | 0.000942 | 0.461276 | 0.500000 | 260.0 | 0.184748 | 0.220404 | 0.0 | 0.000143 | 0.000941 | 0.461266 | 0.499534 | 260.0 | 36.492308 | 396.854850 | 0.0 | 0.0 | 1.0 | 4.00 | 6290.0 | 260.0 | 0.005639 | 0.044528 | 0.0 | 0.000000 | 0.000141 | 0.000450 | 0.470070 | 260.0 | 131.5 | 75.199734 | 2.0 | 66.75 | 131.5 | 196.25 | 261.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.994361 | 0.044528 | 0.529930 | 0.999550 | 0.999859 | 1.000000 | 1.0 | 260.0 | 7762.157692 | 4543.547550 | 2.0 | 4132.00 | 7762.5 | 11186.50 | 18228.0 | 260.0 | 3995.315385 | 4094.047724 | 0.0 | 7.75 | 3164.0 | 6462.00 | 16676.0 | 260.0 | 0.499912 | 0.384956 | 0.0 | 0.000953 | 0.505141 | 0.998989 | 1.0 | 260.0 | 0.495424 | 0.382323 | 0.0 | 0.000952 | 0.503464 | 0.997440 | 1.0 | 260.0 | 1.023077 | 0.596833 | 0.000262 | 0.542653 | 1.028764 | 1.478536 | 2.393234 | 260.0 | 110.0 | 0.0 | 110.0 | 110.0 | 110.0 | 110.0 | 110.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| AVBlank-Oct-1-15 | 239.0 | 0.191835 | 0.223568 | -0.001816 | -0.000153 | 0.000583 | 0.457851 | 0.499617 | 260.0 | 6106.646154 | 3536.553607 | 14.0 | 3098.00 | 6012.0 | 8669.25 | 17778.0 | 260.0 | 2894.130769 | 3094.918029 | 0.0 | 5.00 | 2250.5 | 4353.50 | 12966.0 | 260.0 | 0.495696 | 0.383738 | 0.0 | 0.001019 | 0.493061 | 0.998971 | 1.0 | 260.0 | 0.494482 | 0.383222 | 0.0 | 0.001018 | 0.492225 | 0.998205 | 1.0 | 239.0 | 0.000431 | 0.000530 | 0.000153 | 0.000153 | 0.000156 | 0.000324 | 0.001816 | 260.0 | 0.187902 | 0.222467 | 0.0 | 0.000000 | 0.001022 | 0.457395 | 0.499770 | 260.0 | 0.187200 | 0.221695 | 0.0 | 0.000000 | 0.001022 | 0.456380 | 0.499693 | 260.0 | 30.888462 | 302.678619 | 0.0 | 0.0 | 1.5 | 4.00 | 4675.0 | 260.0 | 0.005629 | 0.043567 | 0.0 | 0.000000 | 0.000248 | 0.000674 | 0.471651 | 260.0 | 391.5 | 75.199734 | 262.0 | 326.75 | 391.5 | 456.25 | 521.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.994371 | 0.043567 | 0.528349 | 0.999326 | 0.999752 | 1.000000 | 1.0 | 260.0 | 6075.757692 | 3536.696924 | 14.0 | 3090.00 | 5995.0 | 8631.25 | 17771.0 | 260.0 | 3181.626923 | 3240.744843 | 0.0 | 5.75 | 2502.0 | 5199.25 | 13327.0 | 260.0 | 0.504304 | 0.383738 | 0.0 | 0.001029 | 0.506939 | 0.998981 | 1.0 | 260.0 | 0.499889 | 0.381083 | 0.0 | 0.001029 | 0.506769 | 0.996113 | 1.0 | 260.0 | 1.023077 | 0.592496 | 0.002345 | 0.519023 | 1.007220 | 1.452403 | 2.978437 | 260.0 | 200.0 | 0.0 | 200.0 | 200.0 | 200.0 | 200.0 | 200.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| AVBlank-Oct-10-15 | 238.0 | 0.189407 | 0.222215 | -0.001680 | 0.000038 | 0.001195 | 0.461397 | 0.499213 | 260.0 | 7690.369231 | 4263.114818 | 13.0 | 4110.75 | 7848.5 | 11103.00 | 17021.0 | 260.0 | 3694.211538 | 3906.881530 | 0.0 | 13.00 | 2691.0 | 5776.00 | 17019.0 | 260.0 | 0.499434 | 0.384550 | 0.0 | 0.002513 | 0.494752 | 0.998705 | 1.0 | 260.0 | 0.498225 | 0.384067 | 0.0 | 0.002512 | 0.494287 | 0.997350 | 1.0 | 238.0 | 0.000410 | 0.000471 | 0.000165 | 0.000165 | 0.000181 | 0.000196 | 0.001680 | 260.0 | 0.185192 | 0.219983 | 0.0 | 0.000291 | 0.001471 | 0.457315 | 0.499394 | 260.0 | 0.184493 | 0.219211 | 0.0 | 0.000291 | 0.001470 | 0.454024 | 0.499167 | 260.0 | 34.088462 | 414.262171 | 0.0 | 0.0 | 2.0 | 4.00 | 6645.0 | 260.0 | 0.005762 | 0.044975 | 0.0 | 0.000000 | 0.000181 | 0.000475 | 0.475662 | 260.0 | 131.5 | 75.199734 | 2.0 | 66.75 | 131.5 | 196.25 | 261.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.994238 | 0.044975 | 0.524338 | 0.999525 | 0.999819 | 1.000000 | 1.0 | 260.0 | 7656.280769 | 4248.167032 | 13.0 | 4107.00 | 7707.5 | 11094.00 | 17020.0 | 260.0 | 3962.069231 | 4025.600334 | 0.0 | 8.00 | 3108.0 | 6452.00 | 16242.0 | 260.0 | 0.500566 | 0.384550 | 0.0 | 0.001295 | 0.505248 | 0.997487 | 1.0 | 260.0 | 0.496012 | 0.381829 | 0.0 | 0.001295 | 0.504573 | 0.987098 | 1.0 | 260.0 | 1.023077 | 0.567137 | 0.001729 | 0.546868 | 1.044114 | 1.477071 | 2.264364 | 260.0 | 219.0 | 0.0 | 219.0 | 219.0 | 219.0 | 219.0 | 219.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| AVBlank-Oct-13-15 | 239.0 | 0.189418 | 0.222332 | -0.001790 | -0.000202 | 0.000745 | 0.459070 | 0.498810 | 260.0 | 6204.996154 | 3576.738384 | 20.0 | 3340.00 | 6188.5 | 8999.75 | 13942.0 | 260.0 | 2940.915385 | 3144.484336 | 0.0 | 6.75 | 2308.0 | 4623.25 | 13008.0 | 260.0 | 0.497735 | 0.384160 | 0.0 | 0.001056 | 0.499014 | 0.998803 | 1.0 | 260.0 | 0.496440 | 0.383610 | 0.0 | 0.001054 | 0.498791 | 0.997536 | 1.0 | 239.0 | 0.000454 | 0.000497 | 0.000193 | 0.000202 | 0.000220 | 0.000220 | 0.001790 | 260.0 | 0.186095 | 0.220607 | 0.0 | 0.000000 | 0.001062 | 0.456085 | 0.499031 | 260.0 | 0.185364 | 0.219812 | 0.0 | 0.000000 | 0.001060 | 0.454264 | 0.498873 | 260.0 | 26.300000 | 310.909170 | 0.0 | 0.0 | 2.0 | 4.00 | 4992.0 | 260.0 | 0.005791 | 0.044863 | 0.0 | 0.000000 | 0.000248 | 0.000660 | 0.473175 | 260.0 | 131.5 | 75.199734 | 2.0 | 66.75 | 131.5 | 196.25 | 261.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.994209 | 0.044863 | 0.526825 | 0.999340 | 0.999752 | 1.000000 | 1.0 | 260.0 | 6178.696154 | 3569.385667 | 20.0 | 3336.50 | 6091.5 | 8980.00 | 13936.0 | 260.0 | 3237.780769 | 3410.272290 | 0.0 | 6.00 | 2258.0 | 5131.00 | 13426.0 | 260.0 | 0.502265 | 0.384160 | 0.0 | 0.001197 | 0.500986 | 0.998944 | 1.0 | 260.0 | 0.497769 | 0.381531 | 0.0 | 0.001195 | 0.499355 | 0.996655 | 1.0 | 260.0 | 1.023077 | 0.589731 | 0.003298 | 0.550698 | 1.020357 | 1.483875 | 2.298751 | 260.0 | 225.0 | 0.0 | 225.0 | 225.0 | 225.0 | 225.0 | 225.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| AVBlank-Oct-15-15 | 229.0 | 0.186448 | 0.223095 | -0.001792 | -0.000173 | 0.000363 | 0.462351 | 0.499541 | 259.0 | 6377.482625 | 3909.242610 | 10.0 | 2831.50 | 6209.0 | 9456.50 | 15443.0 | 259.0 | 3030.590734 | 3391.596437 | 0.0 | 7.00 | 2008.0 | 4812.50 | 14798.0 | 259.0 | 0.496894 | 0.385144 | 0.0 | 0.001025 | 0.491891 | 0.999187 | 1.0 | 259.0 | 0.495445 | 0.384306 | 0.0 | 0.001025 | 0.490050 | 0.998296 | 1.0 | 229.0 | 0.000438 | 0.000506 | 0.000149 | 0.000173 | 0.000183 | 0.000183 | 0.001792 | 259.0 | 0.184176 | 0.219577 | 0.0 | 0.000000 | 0.000869 | 0.456890 | 0.500000 | 259.0 | 0.183613 | 0.219123 | 0.0 | 0.000000 | 0.000869 | 0.455467 | 0.500000 | 259.0 | 28.077220 | 317.948660 | 0.0 | 0.0 | 1.0 | 4.00 | 5066.0 | 259.0 | 0.005735 | 0.042849 | 0.0 | 0.000000 | 0.000175 | 0.000561 | 0.467818 | 259.0 | 131.0 | 74.911058 | 2.0 | 66.50 | 131.0 | 195.50 | 260.0 | 259.0 | 7.628282e+07 | 6.049108e+07 | 299411.0 | 25102053.0 | 56423074.0 | 1.247125e+08 | 247752019.0 | 259.0 | 564.861004 | 15.888053 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 259.0 | 0.994265 | 0.042849 | 0.532182 | 0.999439 | 0.999825 | 1.000000 | 1.0 | 259.0 | 6349.405405 | 3902.615765 | 9.0 | 2831.50 | 6182.0 | 9396.50 | 15441.0 | 259.0 | 3318.814672 | 3510.303162 | 0.0 | 5.50 | 2471.0 | 5280.00 | 15431.0 | 259.0 | 0.503106 | 0.385144 | 0.0 | 0.000813 | 0.508109 | 0.998975 | 1.0 | 259.0 | 0.498820 | 0.382540 | 0.0 | 0.000813 | 0.508053 | 0.996207 | 1.0 | 259.0 | 1.027027 | 0.629543 | 0.001610 | 0.455984 | 0.999895 | 1.522871 | 2.486934 | 259.0 | 230.0 | 0.0 | 230.0 | 230.0 | 230.0 | 230.0 | 230.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| AVBlank-Oct-2-15 | 227.0 | 0.189843 | 0.222183 | -0.001612 | 0.000274 | 0.001559 | 0.461444 | 0.499764 | 261.0 | 5611.896552 | 3503.018293 | 2.0 | 2370.00 | 5393.0 | 8768.00 | 13442.0 | 261.0 | 2715.279693 | 3054.677370 | 0.0 | 9.00 | 2016.0 | 4037.00 | 13420.0 | 261.0 | 0.497871 | 0.383421 | 0.0 | 0.001771 | 0.496599 | 0.998068 | 1.0 | 261.0 | 0.496801 | 0.383108 | 0.0 | 0.001770 | 0.496599 | 0.996584 | 1.0 | 227.0 | 0.000406 | 0.000462 | 0.000149 | 0.000172 | 0.000185 | 0.000190 | 0.001674 | 261.0 | 0.187683 | 0.221583 | 0.0 | 0.000479 | 0.001802 | 0.460337 | 0.500000 | 261.0 | 0.187018 | 0.220984 | 0.0 | 0.000476 | 0.001801 | 0.459051 | 0.500000 | 261.0 | 23.214559 | 297.075489 | 0.0 | 0.0 | 1.0 | 3.00 | 4788.0 | 261.0 | 0.005602 | 0.044662 | 0.0 | 0.000000 | 0.000111 | 0.000612 | 0.474106 | 261.0 | 132.0 | 75.488410 | 2.0 | 67.00 | 132.0 | 197.00 | 262.0 | 261.0 | 7.582523e+07 | 6.049297e+07 | 299411.0 | 25009441.0 | 56204945.0 | 1.241092e+08 | 247752019.0 | 261.0 | 564.850575 | 15.854042 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 261.0 | 0.994398 | 0.044662 | 0.525894 | 0.999388 | 0.999889 | 1.000000 | 1.0 | 261.0 | 5588.681992 | 3492.585675 | 2.0 | 2369.00 | 5391.0 | 8752.00 | 13440.0 | 261.0 | 2873.402299 | 3167.194069 | 0.0 | 9.00 | 1944.0 | 4742.00 | 12270.0 | 261.0 | 0.502129 | 0.383421 | 0.0 | 0.001932 | 0.503401 | 0.998229 | 1.0 | 261.0 | 0.497597 | 0.380727 | 0.0 | 0.001931 | 0.502949 | 0.996409 | 1.0 | 261.0 | 1.019157 | 0.636171 | 0.000363 | 0.430407 | 0.979404 | 1.592326 | 2.441155 | 261.0 | 197.0 | 0.0 | 197.0 | 197.0 | 197.0 | 197.0 | 197.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| AVBlank-Oct-22-15 | 222.0 | 0.182927 | 0.221900 | -0.001545 | -0.000179 | 0.001086 | 0.464177 | 0.499352 | 260.0 | 5768.484615 | 4285.945406 | 4.0 | 2168.25 | 5029.0 | 8606.75 | 18280.0 | 260.0 | 2770.603846 | 3380.544242 | 0.0 | 7.75 | 1554.5 | 4141.50 | 15745.0 | 260.0 | 0.496286 | 0.385663 | 0.0 | 0.001613 | 0.491601 | 0.998615 | 1.0 | 260.0 | 0.495226 | 0.385244 | 0.0 | 0.001607 | 0.490028 | 0.997235 | 1.0 | 222.0 | 0.000392 | 0.000424 | 0.000151 | 0.000179 | 0.000186 | 0.000186 | 0.001545 | 260.0 | 0.184821 | 0.221423 | 0.0 | 0.000095 | 0.001512 | 0.462986 | 0.499504 | 260.0 | 0.184183 | 0.220708 | 0.0 | 0.000095 | 0.001501 | 0.459655 | 0.499504 | 260.0 | 24.292308 | 318.029040 | 0.0 | 0.0 | 1.0 | 3.00 | 5122.0 | 260.0 | 0.005372 | 0.043594 | 0.0 | 0.000000 | 0.000116 | 0.000498 | 0.470556 | 260.0 | 4028.5 | 75.199734 | 3899.0 | 3963.75 | 4028.5 | 4093.25 | 4158.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.994628 | 0.043594 | 0.529444 | 0.999502 | 0.999884 | 1.000000 | 1.0 | 260.0 | 5744.192308 | 4273.372801 | 4.0 | 2168.25 | 5029.0 | 8583.25 | 18255.0 | 260.0 | 2973.588462 | 3670.439053 | 0.0 | 5.75 | 1597.0 | 4626.00 | 17605.0 | 260.0 | 0.503714 | 0.385663 | 0.0 | 0.001385 | 0.508399 | 0.998387 | 1.0 | 260.0 | 0.499402 | 0.383103 | 0.0 | 0.001384 | 0.508399 | 0.996742 | 1.0 | 260.0 | 1.023077 | 0.760139 | 0.000709 | 0.384553 | 0.891925 | 1.526461 | 3.242073 | 260.0 | 254.0 | 0.0 | 254.0 | 254.0 | 254.0 | 254.0 | 254.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| AVBlank-Oct-23-15 | 227.0 | 0.187653 | 0.222912 | -0.001584 | 0.000100 | 0.001414 | 0.460511 | 0.499543 | 260.0 | 6344.207692 | 4345.640552 | 12.0 | 2932.75 | 5748.5 | 9382.25 | 20822.0 | 260.0 | 3000.465385 | 3484.745342 | 0.0 | 13.50 | 1980.0 | 4756.25 | 16201.0 | 260.0 | 0.499501 | 0.382950 | 0.0 | 0.003269 | 0.497112 | 0.998330 | 1.0 | 260.0 | 0.498265 | 0.382422 | 0.0 | 0.003263 | 0.495610 | 0.997568 | 1.0 | 227.0 | 0.000415 | 0.000449 | 0.000156 | 0.000190 | 0.000191 | 0.000191 | 0.001690 | 260.0 | 0.188661 | 0.222137 | 0.0 | 0.000319 | 0.002002 | 0.459890 | 0.499733 | 260.0 | 0.188037 | 0.221573 | 0.0 | 0.000308 | 0.002001 | 0.459741 | 0.499603 | 260.0 | 33.457692 | 453.363358 | 0.0 | 0.0 | 1.0 | 3.00 | 7298.0 | 260.0 | 0.005548 | 0.044452 | 0.0 | 0.000000 | 0.000191 | 0.000524 | 0.473958 | 260.0 | 4033.5 | 75.199734 | 3904.0 | 3968.75 | 4033.5 | 4098.25 | 4163.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.994452 | 0.044452 | 0.526042 | 0.999476 | 0.999809 | 1.000000 | 1.0 | 260.0 | 6310.750000 | 4310.452063 | 12.0 | 2932.25 | 5722.0 | 9338.50 | 20817.0 | 260.0 | 3310.284615 | 3918.321565 | 0.0 | 12.00 | 1859.0 | 5058.25 | 19465.0 | 260.0 | 0.500499 | 0.382950 | 0.0 | 0.001670 | 0.502888 | 0.996731 | 1.0 | 260.0 | 0.496187 | 0.380425 | 0.0 | 0.001668 | 0.502888 | 0.992041 | 1.0 | 260.0 | 1.023077 | 0.700785 | 0.001935 | 0.472940 | 0.927012 | 1.512996 | 3.357789 | 260.0 | 252.0 | 0.0 | 252.0 | 252.0 | 252.0 | 252.0 | 252.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| AVBlank-Oct-26-15 | 242.0 | 0.190701 | 0.223846 | -0.001552 | 0.000031 | 0.000928 | 0.463054 | 0.499262 | 260.0 | 8638.676923 | 4862.598253 | 14.0 | 4787.50 | 8778.5 | 12668.75 | 19884.0 | 260.0 | 4124.780769 | 4425.464938 | 0.0 | 14.75 | 3164.5 | 6691.25 | 19828.0 | 260.0 | 0.497796 | 0.383208 | 0.0 | 0.001412 | 0.493002 | 0.998749 | 1.0 | 260.0 | 0.496500 | 0.382712 | 0.0 | 0.001332 | 0.492696 | 0.997711 | 1.0 | 242.0 | 0.000414 | 0.000454 | 0.000175 | 0.000175 | 0.000181 | 0.000226 | 0.001552 | 260.0 | 0.189280 | 0.223457 | 0.0 | 0.000291 | 0.001315 | 0.462858 | 0.499443 | 260.0 | 0.188497 | 0.222588 | 0.0 | 0.000274 | 0.001275 | 0.461877 | 0.499316 | 260.0 | 38.773077 | 390.307213 | 0.0 | 0.0 | 2.0 | 4.00 | 6118.0 | 260.0 | 0.005737 | 0.043313 | 0.0 | 0.000000 | 0.000215 | 0.000526 | 0.461945 | 260.0 | 4027.5 | 75.199734 | 3898.0 | 3962.75 | 4027.5 | 4092.25 | 4157.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.994263 | 0.043313 | 0.538055 | 0.999474 | 0.999785 | 1.000000 | 1.0 | 260.0 | 8599.903846 | 4862.539933 | 14.0 | 4787.25 | 8650.5 | 12667.00 | 19861.0 | 260.0 | 4475.123077 | 4519.250299 | 0.0 | 8.75 | 3726.5 | 7388.25 | 17298.0 | 260.0 | 0.502204 | 0.383208 | 0.0 | 0.001251 | 0.506998 | 0.998588 | 1.0 | 260.0 | 0.497763 | 0.380550 | 0.0 | 0.001249 | 0.503407 | 0.996110 | 1.0 | 260.0 | 1.023077 | 0.575877 | 0.001658 | 0.566983 | 1.039636 | 1.500358 | 2.354858 | 260.0 | 256.0 | 0.0 | 256.0 | 256.0 | 256.0 | 256.0 | 256.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| AVBlank-Oct-27-15 | 240.0 | 0.192163 | 0.225063 | -0.001458 | 0.000049 | 0.001293 | 0.467407 | 0.498911 | 261.0 | 7517.597701 | 4568.560888 | 2.0 | 3965.00 | 7222.0 | 11039.00 | 21734.0 | 261.0 | 3523.708812 | 3858.670061 | 0.0 | 14.00 | 2398.0 | 5418.00 | 16922.0 | 261.0 | 0.496007 | 0.383126 | 0.0 | 0.001761 | 0.490741 | 0.998106 | 1.0 | 261.0 | 0.494697 | 0.382299 | 0.0 | 0.001756 | 0.489586 | 0.996527 | 1.0 | 240.0 | 0.000416 | 0.000436 | 0.000181 | 0.000187 | 0.000209 | 0.000243 | 0.001648 | 261.0 | 0.189084 | 0.223072 | 0.0 | 0.000293 | 0.001802 | 0.459894 | 0.499748 | 261.0 | 0.188628 | 0.222710 | 0.0 | 0.000276 | 0.001799 | 0.459894 | 0.499748 | 261.0 | 30.915709 | 359.466561 | 0.0 | 0.0 | 2.0 | 4.00 | 5767.0 | 261.0 | 0.005634 | 0.043450 | 0.0 | 0.000000 | 0.000253 | 0.000564 | 0.468671 | 261.0 | 4031.0 | 75.488410 | 3901.0 | 3966.00 | 4031.0 | 4096.00 | 4161.0 | 261.0 | 7.582523e+07 | 6.049297e+07 | 299411.0 | 25009441.0 | 56204945.0 | 1.241092e+08 | 247752019.0 | 261.0 | 564.850575 | 15.854042 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 261.0 | 0.994366 | 0.043450 | 0.531329 | 0.999436 | 0.999747 | 1.000000 | 1.0 | 261.0 | 7486.681992 | 4560.144797 | 2.0 | 3963.00 | 7141.0 | 11036.00 | 21699.0 | 261.0 | 3962.973180 | 4379.179284 | 0.0 | 14.00 | 2842.0 | 5907.00 | 21693.0 | 261.0 | 0.503993 | 0.383126 | 0.0 | 0.001894 | 0.509259 | 0.998239 | 1.0 | 261.0 | 0.499669 | 0.380410 | 0.0 | 0.001893 | 0.509259 | 0.994609 | 1.0 | 261.0 | 1.019157 | 0.619358 | 0.000271 | 0.537533 | 0.979083 | 1.496552 | 2.946468 | 261.0 | 258.0 | 0.0 | 258.0 | 258.0 | 258.0 | 258.0 | 258.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| AVBlank-Oct-28-15 | 227.0 | 0.186255 | 0.220121 | -0.001585 | -0.000169 | 0.001160 | 0.454382 | 0.499071 | 260.0 | 4592.784615 | 2878.685504 | 14.0 | 2026.75 | 4710.5 | 6991.25 | 10970.0 | 260.0 | 2234.138462 | 2533.569985 | 0.0 | 7.50 | 1586.0 | 3297.00 | 10935.0 | 260.0 | 0.497788 | 0.384498 | 0.0 | 0.001932 | 0.492523 | 0.998882 | 1.0 | 260.0 | 0.496660 | 0.384230 | 0.0 | 0.001932 | 0.491470 | 0.997813 | 1.0 | 227.0 | 0.000401 | 0.000452 | 0.000158 | 0.000169 | 0.000177 | 0.000177 | 0.001585 | 260.0 | 0.184703 | 0.219198 | 0.0 | 0.000000 | 0.001667 | 0.447742 | 0.499247 | 260.0 | 0.183953 | 0.218481 | 0.0 | 0.000000 | 0.001666 | 0.446131 | 0.499247 | 260.0 | 17.576923 | 211.065851 | 0.0 | 0.0 | 0.0 | 2.00 | 3385.0 | 260.0 | 0.005656 | 0.045123 | 0.0 | 0.000000 | 0.000000 | 0.000506 | 0.472304 | 260.0 | 4034.5 | 75.199734 | 3905.0 | 3969.75 | 4034.5 | 4099.25 | 4164.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.994344 | 0.045123 | 0.527696 | 0.999494 | 1.000000 | 1.000000 | 1.0 | 260.0 | 4575.207692 | 2875.127608 | 14.0 | 2025.75 | 4586.0 | 6938.75 | 10941.0 | 260.0 | 2341.069231 | 2523.500721 | 0.0 | 6.00 | 1500.0 | 3780.50 | 10699.0 | 260.0 | 0.502212 | 0.384498 | 0.0 | 0.001118 | 0.507477 | 0.998068 | 1.0 | 260.0 | 0.497684 | 0.381937 | 0.0 | 0.001118 | 0.506846 | 0.996881 | 1.0 | 260.0 | 1.023077 | 0.641249 | 0.003119 | 0.451474 | 1.049299 | 1.557353 | 2.443649 | 260.0 | 266.0 | 0.0 | 266.0 | 266.0 | 266.0 | 266.0 | 266.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| AVBlank-Oct-29-15 | 242.0 | 0.190595 | 0.222870 | -0.001595 | -0.000055 | 0.000946 | 0.456043 | 0.499131 | 260.0 | 8899.873077 | 5076.609851 | 17.0 | 4960.75 | 9192.5 | 12545.25 | 24328.0 | 260.0 | 4276.703846 | 4546.001192 | 0.0 | 11.75 | 3121.5 | 6309.50 | 20646.0 | 260.0 | 0.499911 | 0.384541 | 0.0 | 0.001357 | 0.498377 | 0.998799 | 1.0 | 260.0 | 0.498706 | 0.384128 | 0.0 | 0.001357 | 0.497208 | 0.998028 | 1.0 | 242.0 | 0.000401 | 0.000454 | 0.000143 | 0.000163 | 0.000177 | 0.000177 | 0.001614 | 260.0 | 0.186285 | 0.221527 | 0.0 | 0.000209 | 0.001240 | 0.455956 | 0.499307 | 260.0 | 0.185550 | 0.220749 | 0.0 | 0.000206 | 0.001239 | 0.455526 | 0.499169 | 260.0 | 38.157692 | 435.617631 | 0.0 | 0.0 | 2.0 | 4.00 | 6951.0 | 260.0 | 0.005685 | 0.045291 | 0.0 | 0.000000 | 0.000201 | 0.000530 | 0.477207 | 260.0 | 4029.5 | 75.199734 | 3900.0 | 3964.75 | 4029.5 | 4094.25 | 4159.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.994315 | 0.045291 | 0.522793 | 0.999470 | 0.999799 | 1.000000 | 1.0 | 260.0 | 8861.715385 | 5069.680931 | 17.0 | 4951.75 | 9071.5 | 12404.50 | 24321.0 | 260.0 | 4585.011538 | 4658.966465 | 0.0 | 8.75 | 3548.0 | 7512.25 | 21305.0 | 260.0 | 0.500089 | 0.384541 | 0.0 | 0.001201 | 0.501623 | 0.998643 | 1.0 | 260.0 | 0.495609 | 0.381960 | 0.0 | 0.001200 | 0.501484 | 0.997553 | 1.0 | 260.0 | 1.023077 | 0.583577 | 0.001954 | 0.570259 | 1.056716 | 1.442128 | 2.796603 | 260.0 | 264.0 | 0.0 | 264.0 | 264.0 | 264.0 | 264.0 | 264.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| AVBlank-Oct-6-15 | 242.0 | 0.187025 | 0.223097 | -0.001776 | -0.000191 | 0.000379 | 0.459303 | 0.499526 | 259.0 | 9991.432432 | 6192.234629 | 4.0 | 4651.00 | 9469.0 | 14128.50 | 24576.0 | 259.0 | 4752.088803 | 5220.223729 | 0.0 | 7.50 | 3229.0 | 7344.00 | 24564.0 | 259.0 | 0.496950 | 0.385155 | 0.0 | 0.000988 | 0.495048 | 0.998852 | 1.0 | 259.0 | 0.495803 | 0.384718 | 0.0 | 0.000988 | 0.493165 | 0.998207 | 1.0 | 242.0 | 0.000450 | 0.000508 | 0.000172 | 0.000191 | 0.000196 | 0.000198 | 0.001776 | 259.0 | 0.185739 | 0.221836 | 0.0 | 0.000117 | 0.001020 | 0.458512 | 0.499717 | 259.0 | 0.185095 | 0.221199 | 0.0 | 0.000117 | 0.001020 | 0.458280 | 0.499382 | 259.0 | 48.065637 | 618.150266 | 0.0 | 0.0 | 2.0 | 5.50 | 9930.0 | 259.0 | 0.005592 | 0.044589 | 0.0 | 0.000000 | 0.000220 | 0.000538 | 0.479409 | 259.0 | 131.0 | 74.911058 | 2.0 | 66.50 | 131.0 | 195.50 | 260.0 | 259.0 | 7.628282e+07 | 6.049108e+07 | 299411.0 | 25102053.0 | 56423074.0 | 1.247125e+08 | 247752019.0 | 259.0 | 564.861004 | 15.888053 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 259.0 | 0.994408 | 0.044589 | 0.520591 | 0.999462 | 0.999780 | 1.000000 | 1.0 | 259.0 | 9943.366795 | 6157.690901 | 4.0 | 4650.00 | 9469.0 | 13974.50 | 24572.0 | 259.0 | 5191.277992 | 5670.239278 | 0.0 | 8.00 | 3743.0 | 8183.00 | 24499.0 | 259.0 | 0.503050 | 0.385155 | 0.0 | 0.001148 | 0.504952 | 0.999012 | 1.0 | 259.0 | 0.498605 | 0.382560 | 0.0 | 0.001148 | 0.504805 | 0.996972 | 1.0 | 259.0 | 1.027027 | 0.636505 | 0.000411 | 0.478080 | 0.973326 | 1.452279 | 2.526186 | 259.0 | 207.0 | 0.0 | 207.0 | 207.0 | 207.0 | 207.0 | 207.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| AVBlank-Oct-7-15 | 240.0 | 0.190843 | 0.224021 | -0.001665 | 0.000183 | 0.001166 | 0.462873 | 0.498322 | 260.0 | 6875.676923 | 4348.949717 | 9.0 | 3308.25 | 6632.0 | 9964.50 | 23537.0 | 260.0 | 3325.757692 | 3746.615890 | 0.0 | 11.75 | 2254.5 | 5388.50 | 23531.0 | 260.0 | 0.497197 | 0.383612 | 0.0 | 0.001702 | 0.492788 | 0.998478 | 1.0 | 260.0 | 0.496413 | 0.383012 | 0.0 | 0.001701 | 0.492339 | 0.997614 | 1.0 | 240.0 | 0.000434 | 0.000506 | 0.000148 | 0.000167 | 0.000194 | 0.000194 | 0.001692 | 260.0 | 0.188044 | 0.222426 | 0.0 | 0.000460 | 0.001579 | 0.459356 | 0.498512 | 260.0 | 0.187776 | 0.222097 | 0.0 | 0.000459 | 0.001578 | 0.459061 | 0.498489 | 260.0 | 11.334615 | 58.285010 | 0.0 | 0.0 | 2.0 | 5.00 | 646.0 | 260.0 | 0.002088 | 0.010526 | 0.0 | 0.000000 | 0.000312 | 0.000735 | 0.117199 | 260.0 | 131.5 | 75.199734 | 2.0 | 66.75 | 131.5 | 196.25 | 261.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.997912 | 0.010526 | 0.882801 | 0.999265 | 0.999688 | 1.000000 | 1.0 | 260.0 | 6864.342308 | 4349.105111 | 9.0 | 3297.25 | 6627.0 | 9961.75 | 23535.0 | 260.0 | 3538.584615 | 3774.213571 | 0.0 | 12.00 | 2745.5 | 5938.75 | 17670.0 | 260.0 | 0.502803 | 0.383612 | 0.0 | 0.001522 | 0.507212 | 0.998298 | 1.0 | 260.0 | 0.501499 | 0.382372 | 0.0 | 0.001521 | 0.506980 | 0.989410 | 1.0 | 260.0 | 1.023077 | 0.647109 | 0.001339 | 0.492256 | 0.986819 | 1.482683 | 3.502224 | 260.0 | 210.0 | 0.0 | 210.0 | 210.0 | 210.0 | 210.0 | 210.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| AVBlank-Oct-8-15 | 240.0 | 0.189699 | 0.222432 | -0.001594 | 0.000065 | 0.000990 | 0.460127 | 0.499735 | 260.0 | 8156.292308 | 4545.517665 | 3.0 | 4704.75 | 8191.5 | 12057.25 | 18094.0 | 260.0 | 3977.884615 | 4260.375334 | 0.0 | 9.00 | 2870.0 | 6248.50 | 18083.0 | 260.0 | 0.498496 | 0.383769 | 0.0 | 0.001731 | 0.492832 | 0.998405 | 1.0 | 260.0 | 0.497340 | 0.383284 | 0.0 | 0.001435 | 0.490310 | 0.997415 | 1.0 | 240.0 | 0.000437 | 0.000495 | 0.000187 | 0.000187 | 0.000194 | 0.000251 | 0.001773 | 260.0 | 0.186713 | 0.220800 | 0.0 | 0.000379 | 0.001592 | 0.456511 | 0.499959 | 260.0 | 0.186079 | 0.220146 | 0.0 | 0.000379 | 0.001549 | 0.456434 | 0.499876 | 260.0 | 33.888462 | 393.317146 | 0.0 | 0.0 | 2.0 | 4.00 | 6305.0 | 260.0 | 0.005335 | 0.041719 | 0.0 | 0.000000 | 0.000198 | 0.000547 | 0.462311 | 260.0 | 131.5 | 75.199734 | 2.0 | 66.75 | 131.5 | 196.25 | 261.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.994665 | 0.041719 | 0.537689 | 0.999453 | 0.999802 | 1.000000 | 1.0 | 260.0 | 8122.403846 | 4534.840335 | 3.0 | 4699.75 | 8143.0 | 12039.75 | 18092.0 | 260.0 | 4144.519231 | 4159.170372 | 0.0 | 10.75 | 3155.5 | 6747.00 | 16573.0 | 260.0 | 0.501504 | 0.383769 | 0.0 | 0.001595 | 0.507168 | 0.998269 | 1.0 | 260.0 | 0.497325 | 0.381189 | 0.0 | 0.001595 | 0.506340 | 0.996539 | 1.0 | 260.0 | 1.023077 | 0.570163 | 0.000376 | 0.590136 | 1.027493 | 1.512390 | 2.269604 | 260.0 | 212.0 | 0.0 | 212.0 | 212.0 | 212.0 | 212.0 | 212.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| AVBlank-Sep-15-15 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 261.0 | 4587.226054 | 2865.981676 | 1.0 | 2054.00 | 4511.0 | 6900.00 | 10312.0 | 261.0 | 2225.988506 | 2491.946680 | 0.0 | 4.00 | 1556.0 | 3452.00 | 10006.0 | 261.0 | 0.497083 | 0.384632 | 0.0 | 0.001200 | 0.494820 | 0.998871 | 1.0 | 261.0 | 0.495942 | 0.384193 | 0.0 | 0.001200 | 0.494820 | 0.997881 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 261.0 | 0.186504 | 0.222019 | 0.0 | 0.000000 | 0.001145 | 0.461678 | 0.500000 | 261.0 | 0.185832 | 0.221323 | 0.0 | 0.000000 | 0.001144 | 0.456996 | 0.500000 | 261.0 | 20.666667 | 259.426512 | 0.0 | 0.0 | 0.0 | 2.00 | 4173.0 | 261.0 | 0.005561 | 0.043860 | 0.0 | 0.000000 | 0.000000 | 0.000562 | 0.473881 | 261.0 | 132.0 | 75.488410 | 2.0 | 67.00 | 132.0 | 197.00 | 262.0 | 261.0 | 7.582523e+07 | 6.049297e+07 | 299411.0 | 25009441.0 | 56204945.0 | 1.241092e+08 | 247752019.0 | 261.0 | 564.850575 | 15.854042 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 261.0 | 0.994439 | 0.043860 | 0.526119 | 0.999438 | 1.000000 | 1.000000 | 1.0 | 261.0 | 4566.559387 | 2854.945915 | 1.0 | 2054.00 | 4455.0 | 6845.00 | 10302.0 | 261.0 | 2340.570881 | 2482.138726 | 0.0 | 4.00 | 1617.0 | 4006.00 | 10201.0 | 261.0 | 0.502917 | 0.384632 | 0.0 | 0.001129 | 0.505180 | 0.998800 | 1.0 | 261.0 | 0.498497 | 0.382005 | 0.0 | 0.001129 | 0.504904 | 0.997384 | 1.0 | 261.0 | 1.019157 | 0.636743 | 0.000222 | 0.456343 | 1.002222 | 1.532993 | 2.291046 | 261.0 | 132.0 | 0.0 | 132.0 | 132.0 | 132.0 | 132.0 | 132.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| AVBlank-Sep-16-15 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 260.0 | 6357.192308 | 3359.006915 | 23.0 | 3812.75 | 6763.0 | 9094.75 | 13338.0 | 260.0 | 3054.088462 | 3187.949607 | 0.0 | 6.00 | 2534.0 | 4698.75 | 13332.0 | 260.0 | 0.499943 | 0.384980 | 0.0 | 0.000866 | 0.496900 | 0.999142 | 1.0 | 260.0 | 0.498687 | 0.384404 | 0.0 | 0.000866 | 0.494455 | 0.997945 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 260.0 | 0.185602 | 0.221319 | 0.0 | 0.000064 | 0.000847 | 0.456405 | 0.500000 | 260.0 | 0.184918 | 0.220542 | 0.0 | 0.000064 | 0.000846 | 0.455095 | 0.500000 | 260.0 | 22.807692 | 250.382660 | 0.0 | 0.0 | 1.0 | 4.00 | 3987.0 | 260.0 | 0.005589 | 0.043510 | 0.0 | 0.000000 | 0.000205 | 0.000595 | 0.463659 | 260.0 | 131.5 | 75.199734 | 2.0 | 66.75 | 131.5 | 196.25 | 261.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.994411 | 0.043510 | 0.536341 | 0.999405 | 0.999795 | 1.000000 | 1.0 | 260.0 | 6334.384615 | 3361.030824 | 23.0 | 3812.50 | 6666.0 | 9085.75 | 13335.0 | 260.0 | 3280.296154 | 3277.267478 | 0.0 | 6.00 | 2811.0 | 5259.00 | 11978.0 | 260.0 | 0.500057 | 0.384980 | 0.0 | 0.000858 | 0.503100 | 0.999134 | 1.0 | 260.0 | 0.495725 | 0.382351 | 0.0 | 0.000858 | 0.502774 | 0.997535 | 1.0 | 260.0 | 1.023077 | 0.540572 | 0.003701 | 0.613594 | 1.088384 | 1.463638 | 2.146514 | 260.0 | 137.0 | 0.0 | 137.0 | 137.0 | 137.0 | 137.0 | 137.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| AVBlank-Sep-18-15 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 260.0 | 6376.542308 | 3275.568234 | 47.0 | 3633.75 | 6594.5 | 8917.25 | 13337.0 | 260.0 | 3054.623077 | 3132.330602 | 0.0 | 8.00 | 2556.5 | 4461.00 | 13327.0 | 260.0 | 0.497676 | 0.383770 | 0.0 | 0.001094 | 0.490986 | 0.998765 | 1.0 | 260.0 | 0.496486 | 0.383269 | 0.0 | 0.001093 | 0.490029 | 0.998221 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 260.0 | 0.186907 | 0.221086 | 0.0 | 0.000231 | 0.001195 | 0.460074 | 0.500000 | 260.0 | 0.186241 | 0.220366 | 0.0 | 0.000231 | 0.001195 | 0.458654 | 0.499925 | 260.0 | 21.661538 | 245.879104 | 0.0 | 0.0 | 1.0 | 4.00 | 3927.0 | 260.0 | 0.005490 | 0.043511 | 0.0 | 0.000000 | 0.000162 | 0.000529 | 0.466168 | 260.0 | 131.5 | 75.199734 | 2.0 | 66.75 | 131.5 | 196.25 | 261.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.994510 | 0.043511 | 0.533832 | 0.999471 | 0.999838 | 1.000000 | 1.0 | 260.0 | 6354.880769 | 3278.267629 | 47.0 | 3632.50 | 6548.5 | 8916.75 | 13335.0 | 260.0 | 3300.257692 | 3258.856819 | 0.0 | 10.00 | 2698.5 | 5261.25 | 11729.0 | 260.0 | 0.502324 | 0.383770 | 0.0 | 0.001235 | 0.509014 | 0.998906 | 1.0 | 260.0 | 0.498024 | 0.381195 | 0.0 | 0.001235 | 0.508596 | 0.997550 | 1.0 | 260.0 | 1.023077 | 0.525545 | 0.007541 | 0.583013 | 1.058047 | 1.430718 | 2.139839 | 260.0 | 141.0 | 0.0 | 141.0 | 141.0 | 141.0 | 141.0 | 141.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| AVBlank-Sep-4-15 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 261.0 | 11006.329502 | 6025.988276 | 2.0 | 5767.00 | 11231.0 | 15571.00 | 24230.0 | 261.0 | 5329.854406 | 5570.709247 | 0.0 | 11.00 | 4142.0 | 8096.00 | 24215.0 | 261.0 | 0.498710 | 0.384561 | 0.0 | 0.000863 | 0.494498 | 0.999324 | 1.0 | 261.0 | 0.497574 | 0.384073 | 0.0 | 0.000862 | 0.494180 | 0.998145 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 261.0 | 0.187070 | 0.222682 | 0.0 | 0.000143 | 0.000758 | 0.461969 | 0.499503 | 261.0 | 0.186437 | 0.222004 | 0.0 | 0.000141 | 0.000758 | 0.461283 | 0.499338 | 261.0 | 52.827586 | 574.351331 | 0.0 | 1.0 | 2.0 | 6.00 | 9136.0 | 261.0 | 0.005328 | 0.041942 | 0.0 | 0.000046 | 0.000235 | 0.000534 | 0.456754 | 261.0 | 132.0 | 75.488410 | 2.0 | 67.00 | 132.0 | 197.00 | 262.0 | 261.0 | 7.633374e+07 | 6.044730e+07 | 299411.0 | 25194665.0 | 56423074.0 | 1.253158e+08 | 247752019.0 | 261.0 | 564.816092 | 15.843850 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 261.0 | 0.994672 | 0.041942 | 0.543246 | 0.999466 | 0.999765 | 0.999954 | 1.0 | 261.0 | 10953.501916 | 6009.560174 | 2.0 | 5762.00 | 11226.0 | 15515.00 | 24223.0 | 261.0 | 5623.647510 | 5605.051318 | 0.0 | 8.00 | 4671.0 | 9323.00 | 23359.0 | 261.0 | 0.501290 | 0.384561 | 0.0 | 0.000676 | 0.505502 | 0.999137 | 1.0 | 261.0 | 0.497099 | 0.381962 | 0.0 | 0.000676 | 0.505084 | 0.997764 | 1.0 | 261.0 | 1.019157 | 0.557991 | 0.000185 | 0.534009 | 1.039961 | 1.441834 | 2.243634 | 261.0 | 116.0 | 0.0 | 116.0 | 116.0 | 116.0 | 116.0 | 116.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| AVBlank-Sep-9-15 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 260.0 | 10129.811538 | 6224.933537 | 37.0 | 4864.25 | 9771.0 | 14237.50 | 24742.0 | 260.0 | 4827.615385 | 5190.990019 | 0.0 | 9.00 | 3377.0 | 7771.25 | 24532.0 | 260.0 | 0.500518 | 0.383979 | 0.0 | 0.000789 | 0.500022 | 0.998975 | 1.0 | 260.0 | 0.499255 | 0.383555 | 0.0 | 0.000727 | 0.499194 | 0.998140 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 260.0 | 0.187302 | 0.221996 | 0.0 | 0.000143 | 0.000894 | 0.463071 | 0.499485 | 260.0 | 0.186541 | 0.221252 | 0.0 | 0.000143 | 0.000894 | 0.462623 | 0.499267 | 260.0 | 50.219231 | 560.071591 | 0.0 | 0.0 | 2.0 | 5.25 | 8923.0 | 260.0 | 0.005356 | 0.040370 | 0.0 | 0.000000 | 0.000228 | 0.000572 | 0.433892 | 260.0 | 131.5 | 75.199734 | 2.0 | 66.75 | 131.5 | 196.25 | 261.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.994644 | 0.040370 | 0.566108 | 0.999428 | 0.999772 | 1.000000 | 1.0 | 260.0 | 10079.592308 | 6176.270512 | 37.0 | 4862.75 | 9771.0 | 14234.00 | 24606.0 | 260.0 | 5251.976923 | 5641.712588 | 0.0 | 10.75 | 3841.0 | 8582.25 | 24606.0 | 260.0 | 0.499482 | 0.383979 | 0.0 | 0.001025 | 0.499978 | 0.999211 | 1.0 | 260.0 | 0.495389 | 0.381426 | 0.0 | 0.001024 | 0.498905 | 0.998409 | 1.0 | 260.0 | 1.023077 | 0.628697 | 0.003737 | 0.491273 | 0.986838 | 1.437940 | 2.498859 | 260.0 | 119.0 | 0.0 | 119.0 | 119.0 | 119.0 | 119.0 | 119.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| AVBlank2-Nov-10-15 | 238.0 | 0.192824 | 0.222908 | -0.001252 | 0.000262 | 0.001632 | 0.462859 | 0.498760 | 260.0 | 8308.776923 | 5397.045860 | 6.0 | 3715.75 | 7950.5 | 11815.25 | 23139.0 | 260.0 | 3940.496154 | 4413.861907 | 0.0 | 17.75 | 2922.5 | 6140.25 | 23125.0 | 260.0 | 0.499097 | 0.383114 | 0.0 | 0.002444 | 0.491574 | 0.998383 | 1.0 | 260.0 | 0.497986 | 0.382710 | 0.0 | 0.002443 | 0.491275 | 0.997657 | 1.0 | 238.0 | 0.000391 | 0.000404 | 0.000181 | 0.000182 | 0.000187 | 0.000187 | 0.001475 | 260.0 | 0.187667 | 0.221018 | 0.0 | 0.000475 | 0.001950 | 0.457112 | 0.498947 | 260.0 | 0.186994 | 0.220307 | 0.0 | 0.000475 | 0.001950 | 0.454062 | 0.498919 | 260.0 | 38.907692 | 475.893753 | 0.0 | 0.0 | 2.0 | 4.00 | 7641.0 | 260.0 | 0.005349 | 0.042056 | 0.0 | 0.000000 | 0.000196 | 0.000535 | 0.458011 | 260.0 | 654.5 | 75.199734 | 525.0 | 589.75 | 654.5 | 719.25 | 784.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.994651 | 0.042056 | 0.541989 | 0.999465 | 0.999804 | 1.000000 | 1.0 | 260.0 | 8269.869231 | 5374.484780 | 6.0 | 3715.50 | 7949.0 | 11787.25 | 23136.0 | 260.0 | 4329.373077 | 4793.582171 | 0.0 | 10.75 | 2945.5 | 6850.00 | 20876.0 | 260.0 | 0.500903 | 0.383114 | 0.0 | 0.001617 | 0.508426 | 0.997556 | 1.0 | 260.0 | 0.496665 | 0.380473 | 0.0 | 0.001616 | 0.507338 | 0.994973 | 1.0 | 260.0 | 1.023077 | 0.664549 | 0.000739 | 0.457528 | 0.978962 | 1.454836 | 2.849153 | 260.0 | 288.0 | 0.0 | 288.0 | 288.0 | 288.0 | 288.0 | 288.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| Streck0011-Oct-27-15 | 246.0 | 0.210810 | 0.234076 | -0.001696 | -0.000188 | 0.000344 | 0.479881 | 0.499665 | 260.0 | 6483.957692 | 3140.232658 | 22.0 | 4020.25 | 6544.0 | 8838.50 | 13945.0 | 260.0 | 3278.588462 | 3088.744876 | 0.0 | 12.00 | 2924.5 | 4880.25 | 12944.0 | 260.0 | 0.508331 | 0.371546 | 0.0 | 0.001798 | 0.503622 | 0.999294 | 1.0 | 260.0 | 0.506058 | 0.371570 | 0.0 | 0.001798 | 0.500325 | 0.998624 | 1.0 | 246.0 | 0.000454 | 0.000534 | 0.000145 | 0.000166 | 0.000188 | 0.000286 | 0.001696 | 260.0 | 0.211262 | 0.233291 | 0.0 | 0.000000 | 0.000839 | 0.479747 | 0.499831 | 260.0 | 0.209352 | 0.231582 | 0.0 | 0.000000 | 0.000839 | 0.476564 | 0.499831 | 260.0 | 17.053846 | 144.523411 | 0.0 | 0.0 | 2.0 | 4.00 | 2211.0 | 260.0 | 0.004433 | 0.031904 | 0.0 | 0.000000 | 0.000237 | 0.000627 | 0.315542 | 260.0 | 2993.5 | 75.199734 | 2864.0 | 2928.75 | 2993.5 | 3058.25 | 3123.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.995567 | 0.031904 | 0.684458 | 0.999373 | 0.999763 | 1.000000 | 1.0 | 260.0 | 6466.903846 | 3145.216293 | 22.0 | 4017.00 | 6419.5 | 8837.25 | 13943.0 | 260.0 | 3188.315385 | 2976.567351 | 0.0 | 4.75 | 2995.5 | 5026.00 | 13112.0 | 260.0 | 0.491669 | 0.371546 | 0.0 | 0.000706 | 0.496378 | 0.998202 | 1.0 | 260.0 | 0.489509 | 0.371608 | 0.0 | 0.000706 | 0.493335 | 0.996280 | 1.0 | 260.0 | 1.023077 | 0.495484 | 0.003471 | 0.634339 | 1.032551 | 1.394590 | 2.200324 | 260.0 | 260.0 | 0.0 | 260.0 | 260.0 | 260.0 | 260.0 | 260.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Streck0011-Oct-28-15 | 241.0 | 0.205441 | 0.231083 | -0.001912 | -0.000177 | 0.000380 | 0.473077 | 0.499131 | 260.0 | 4731.261538 | 2374.518234 | 16.0 | 2933.50 | 4960.5 | 6750.50 | 10319.0 | 260.0 | 2379.253846 | 2290.232986 | 0.0 | 6.50 | 2083.0 | 3686.50 | 9902.0 | 260.0 | 0.506169 | 0.372251 | 0.0 | 0.001674 | 0.503943 | 0.999173 | 1.0 | 260.0 | 0.504057 | 0.372228 | 0.0 | 0.001674 | 0.502276 | 0.998558 | 1.0 | 241.0 | 0.000481 | 0.000609 | 0.000154 | 0.000154 | 0.000177 | 0.000280 | 0.001926 | 260.0 | 0.208496 | 0.230882 | 0.0 | 0.000000 | 0.000995 | 0.473220 | 0.499308 | 260.0 | 0.206775 | 0.229371 | 0.0 | 0.000000 | 0.000995 | 0.470632 | 0.498619 | 260.0 | 12.011538 | 101.863277 | 0.0 | 0.0 | 1.0 | 3.00 | 1569.0 | 260.0 | 0.004171 | 0.029830 | 0.0 | 0.000000 | 0.000279 | 0.000591 | 0.299599 | 260.0 | 2996.5 | 75.199734 | 2867.0 | 2931.75 | 2996.5 | 3061.25 | 3126.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.995829 | 0.029830 | 0.700401 | 0.999409 | 0.999721 | 1.000000 | 1.0 | 260.0 | 4719.250000 | 2375.987969 | 16.0 | 2931.50 | 4903.5 | 6750.50 | 10317.0 | 260.0 | 2339.996154 | 2228.965512 | 0.0 | 4.00 | 2060.5 | 3663.00 | 9436.0 | 260.0 | 0.493831 | 0.372251 | 0.0 | 0.000827 | 0.496057 | 0.998326 | 1.0 | 260.0 | 0.491772 | 0.372212 | 0.0 | 0.000827 | 0.494751 | 0.988792 | 1.0 | 260.0 | 1.023077 | 0.513460 | 0.003460 | 0.634333 | 1.072647 | 1.459712 | 2.231356 | 260.0 | 265.0 | 0.0 | 265.0 | 265.0 | 265.0 | 265.0 | 265.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Streck0011-Oct-29-15 | 246.0 | 0.207321 | 0.232747 | -0.001432 | 0.000134 | 0.001278 | 0.477357 | 0.499840 | 261.0 | 8374.291188 | 4270.020517 | 2.0 | 4733.00 | 9106.0 | 11547.00 | 22901.0 | 261.0 | 4281.486590 | 4248.003807 | 0.0 | 19.00 | 3675.0 | 6253.00 | 22853.0 | 261.0 | 0.509541 | 0.371303 | 0.0 | 0.001992 | 0.503858 | 0.998339 | 1.0 | 261.0 | 0.508096 | 0.371110 | 0.0 | 0.001987 | 0.502701 | 0.997904 | 1.0 | 246.0 | 0.000437 | 0.000520 | 0.000154 | 0.000160 | 0.000175 | 0.000236 | 0.001657 | 261.0 | 0.210774 | 0.232345 | 0.0 | 0.000529 | 0.001795 | 0.477604 | 0.500000 | 261.0 | 0.209631 | 0.231176 | 0.0 | 0.000529 | 0.001794 | 0.476935 | 0.500000 | 261.0 | 16.881226 | 124.900134 | 0.0 | 0.0 | 2.0 | 6.00 | 1743.0 | 261.0 | 0.002821 | 0.018226 | 0.0 | 0.000000 | 0.000279 | 0.000663 | 0.223548 | 261.0 | 2735.0 | 75.488410 | 2605.0 | 2670.00 | 2735.0 | 2800.00 | 2865.0 | 261.0 | 7.626277e+07 | 6.038661e+07 | 299411.0 | 25194665.0 | 56423074.0 | 1.241092e+08 | 247752019.0 | 261.0 | 564.858238 | 15.858964 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 261.0 | 0.997179 | 0.018226 | 0.776452 | 0.999337 | 0.999721 | 1.000000 | 1.0 | 261.0 | 8357.409962 | 4273.629581 | 2.0 | 4692.00 | 9092.0 | 11542.00 | 22897.0 | 261.0 | 4075.923372 | 3837.304234 | 0.0 | 14.00 | 3706.0 | 6400.00 | 15623.0 | 261.0 | 0.490459 | 0.371303 | 0.0 | 0.001661 | 0.496142 | 0.998008 | 1.0 | 261.0 | 0.489083 | 0.371121 | 0.0 | 0.001661 | 0.494287 | 0.993397 | 1.0 | 261.0 | 1.019157 | 0.519664 | 0.000243 | 0.576009 | 1.108207 | 1.405278 | 2.787068 | 261.0 | 267.0 | 0.0 | 267.0 | 267.0 | 267.0 | 267.0 | 267.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Streck0012-Oct-22-15 | 237.0 | 0.215057 | 0.234426 | -0.001675 | -0.000086 | 0.001058 | 0.476527 | 0.499443 | 260.0 | 7568.742308 | 4287.704277 | 3.0 | 4317.25 | 7600.0 | 10807.75 | 16937.0 | 260.0 | 3635.623077 | 3817.826818 | 0.0 | 13.00 | 2718.0 | 6039.50 | 16764.0 | 260.0 | 0.470464 | 0.364405 | 0.0 | 0.001463 | 0.489246 | 0.596291 | 1.0 | 260.0 | 0.469474 | 0.364403 | 0.0 | 0.001462 | 0.488747 | 0.596252 | 1.0 | 237.0 | 0.000453 | 0.000512 | 0.000186 | 0.000186 | 0.000202 | 0.000202 | 0.001675 | 260.0 | 0.218880 | 0.233096 | 0.0 | 0.000282 | 0.002327 | 0.476908 | 0.499827 | 260.0 | 0.217978 | 0.232313 | 0.0 | 0.000282 | 0.002326 | 0.476458 | 0.499827 | 260.0 | 27.169231 | 298.253867 | 0.0 | 0.0 | 2.0 | 5.00 | 4729.0 | 260.0 | 0.005642 | 0.044344 | 0.0 | 0.000000 | 0.000270 | 0.000644 | 0.466555 | 260.0 | 3254.5 | 75.199734 | 3125.0 | 3189.75 | 3254.5 | 3319.25 | 3384.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.994358 | 0.044344 | 0.533445 | 0.999356 | 0.999730 | 1.000000 | 1.0 | 260.0 | 7541.573077 | 4287.920914 | 3.0 | 4315.25 | 7507.5 | 10798.75 | 16935.0 | 260.0 | 3905.950000 | 3842.896820 | 0.0 | 81.75 | 3414.0 | 5959.00 | 16916.0 | 260.0 | 0.529536 | 0.364405 | 0.0 | 0.403709 | 0.510754 | 0.998537 | 1.0 | 260.0 | 0.524883 | 0.362020 | 0.0 | 0.399346 | 0.510057 | 0.997340 | 1.0 | 260.0 | 1.023077 | 0.579575 | 0.000406 | 0.583568 | 1.027302 | 1.460898 | 2.289397 | 260.0 | 248.0 | 0.0 | 248.0 | 248.0 | 248.0 | 248.0 | 248.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Streck0012-Oct-23-15 | 239.0 | 0.214785 | 0.233485 | -0.001568 | -0.000185 | 0.000942 | 0.470841 | 0.499815 | 260.0 | 6026.711538 | 3388.226312 | 28.0 | 3433.75 | 6133.0 | 8565.75 | 19497.0 | 260.0 | 2877.592308 | 3003.444591 | 0.0 | 6.00 | 2201.5 | 4585.50 | 14301.0 | 260.0 | 0.474877 | 0.364635 | 0.0 | 0.000859 | 0.496608 | 0.602521 | 1.0 | 260.0 | 0.473871 | 0.364603 | 0.0 | 0.000858 | 0.494354 | 0.602432 | 1.0 | 239.0 | 0.000441 | 0.000475 | 0.000139 | 0.000185 | 0.000205 | 0.000321 | 0.001568 | 260.0 | 0.218515 | 0.232492 | 0.0 | 0.000175 | 0.003110 | 0.471153 | 0.500000 | 260.0 | 0.217596 | 0.231617 | 0.0 | 0.000171 | 0.003109 | 0.469237 | 0.499885 | 260.0 | 28.950000 | 372.856429 | 0.0 | 0.0 | 2.0 | 4.00 | 5986.0 | 260.0 | 0.005696 | 0.045678 | 0.0 | 0.000000 | 0.000219 | 0.000546 | 0.477657 | 260.0 | 3259.5 | 75.199734 | 3130.0 | 3194.75 | 3259.5 | 3324.25 | 3389.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.994304 | 0.045678 | 0.522343 | 0.999454 | 0.999781 | 1.000000 | 1.0 | 260.0 | 5997.761538 | 3364.930180 | 28.0 | 3433.25 | 6130.0 | 8513.75 | 19484.0 | 260.0 | 3120.169231 | 3088.224547 | 0.0 | 25.00 | 2734.5 | 4618.25 | 19476.0 | 260.0 | 0.525123 | 0.364635 | 0.0 | 0.397479 | 0.503392 | 0.999141 | 1.0 | 260.0 | 0.520433 | 0.362248 | 0.0 | 0.371679 | 0.501003 | 0.997299 | 1.0 | 260.0 | 1.023077 | 0.575175 | 0.004753 | 0.582903 | 1.041120 | 1.454097 | 3.309754 | 260.0 | 253.0 | 0.0 | 253.0 | 253.0 | 253.0 | 253.0 | 253.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Streck0012-Oct-26-15 | 241.0 | 0.219943 | 0.235145 | -0.001699 | -0.000187 | 0.000715 | 0.480851 | 0.499104 | 260.0 | 7733.123077 | 3982.549530 | 34.0 | 4486.00 | 8223.0 | 10837.50 | 15561.0 | 260.0 | 3729.442308 | 3768.491695 | 0.0 | 6.75 | 3049.0 | 5915.25 | 15307.0 | 260.0 | 0.473738 | 0.364618 | 0.0 | 0.000990 | 0.498682 | 0.583708 | 1.0 | 260.0 | 0.472614 | 0.364536 | 0.0 | 0.000990 | 0.497397 | 0.583540 | 1.0 | 241.0 | 0.000437 | 0.000493 | 0.000149 | 0.000169 | 0.000187 | 0.000308 | 0.001699 | 260.0 | 0.219629 | 0.233938 | 0.0 | 0.000121 | 0.001359 | 0.480895 | 0.499304 | 260.0 | 0.218627 | 0.232985 | 0.0 | 0.000121 | 0.001359 | 0.479707 | 0.499074 | 260.0 | 34.250000 | 341.349450 | 0.0 | 0.0 | 2.0 | 4.00 | 5317.0 | 260.0 | 0.005763 | 0.044619 | 0.0 | 0.000000 | 0.000240 | 0.000606 | 0.473590 | 260.0 | 3253.5 | 75.199734 | 3124.0 | 3188.75 | 3253.5 | 3318.25 | 3383.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.994237 | 0.044619 | 0.526410 | 0.999394 | 0.999760 | 1.000000 | 1.0 | 260.0 | 7698.873077 | 3986.466600 | 34.0 | 4485.50 | 8171.5 | 10774.50 | 15552.0 | 260.0 | 3969.430769 | 3710.619701 | 0.0 | 113.00 | 3699.5 | 5869.00 | 15546.0 | 260.0 | 0.526262 | 0.364618 | 0.0 | 0.416292 | 0.501318 | 0.999010 | 1.0 | 260.0 | 0.521622 | 0.362271 | 0.0 | 0.392319 | 0.501036 | 0.998176 | 1.0 | 260.0 | 1.023077 | 0.526883 | 0.004498 | 0.593489 | 1.087887 | 1.433780 | 2.058690 | 260.0 | 255.0 | 0.0 | 255.0 | 255.0 | 255.0 | 255.0 | 255.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Streck0012-Oct-27-15 | 242.0 | 0.218861 | 0.235077 | -0.001688 | -0.000172 | 0.001470 | 0.477476 | 0.499664 | 260.0 | 7768.542308 | 3961.283814 | 20.0 | 4617.00 | 7949.5 | 10911.75 | 16308.0 | 260.0 | 3707.192308 | 3742.957932 | 0.0 | 12.00 | 3042.0 | 5927.75 | 15312.0 | 260.0 | 0.474361 | 0.364229 | 0.0 | 0.001341 | 0.498312 | 0.599059 | 1.0 | 260.0 | 0.473300 | 0.364139 | 0.0 | 0.001340 | 0.497446 | 0.599059 | 1.0 | 242.0 | 0.000438 | 0.000514 | 0.000140 | 0.000172 | 0.000175 | 0.000294 | 0.001688 | 260.0 | 0.220081 | 0.233807 | 0.0 | 0.000237 | 0.003483 | 0.477632 | 0.499837 | 260.0 | 0.219167 | 0.232965 | 0.0 | 0.000237 | 0.003482 | 0.476872 | 0.499673 | 260.0 | 29.388462 | 328.421742 | 0.0 | 0.0 | 2.0 | 4.00 | 5210.0 | 260.0 | 0.005660 | 0.044915 | 0.0 | 0.000000 | 0.000216 | 0.000539 | 0.474759 | 260.0 | 3253.5 | 75.199734 | 3124.0 | 3188.75 | 3253.5 | 3318.25 | 3383.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.994340 | 0.044915 | 0.525241 | 0.999461 | 0.999784 | 1.000000 | 1.0 | 260.0 | 7739.153846 | 3961.869974 | 20.0 | 4612.00 | 7921.0 | 10885.75 | 16308.0 | 260.0 | 4031.961538 | 3768.329331 | 0.0 | 126.75 | 3721.0 | 6123.75 | 16296.0 | 260.0 | 0.525639 | 0.364229 | 0.0 | 0.400941 | 0.501688 | 0.998659 | 1.0 | 260.0 | 0.521040 | 0.361902 | 0.0 | 0.366156 | 0.501370 | 0.997863 | 1.0 | 260.0 | 1.023077 | 0.521681 | 0.002634 | 0.608035 | 1.046908 | 1.437021 | 2.147679 | 260.0 | 260.0 | 0.0 | 260.0 | 260.0 | 260.0 | 260.0 | 260.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Streck0012-Oct-28-15 | 239.0 | 0.215873 | 0.233196 | -0.001549 | 0.000081 | 0.001763 | 0.474875 | 0.499392 | 260.0 | 6344.084615 | 3369.266671 | 50.0 | 3637.75 | 6672.5 | 9077.25 | 13568.0 | 260.0 | 3057.796154 | 3121.511850 | 0.0 | 10.00 | 2326.0 | 4862.50 | 12124.0 | 260.0 | 0.475575 | 0.364633 | 0.0 | 0.001879 | 0.499995 | 0.600981 | 1.0 | 260.0 | 0.474617 | 0.364566 | 0.0 | 0.001879 | 0.497584 | 0.600981 | 1.0 | 239.0 | 0.000447 | 0.000551 | 0.000157 | 0.000157 | 0.000160 | 0.000328 | 0.001777 | 260.0 | 0.218547 | 0.232454 | 0.0 | 0.000440 | 0.002610 | 0.474759 | 0.499562 | 260.0 | 0.217691 | 0.231625 | 0.0 | 0.000440 | 0.002607 | 0.473478 | 0.499180 | 260.0 | 23.730769 | 256.406178 | 0.0 | 0.0 | 2.0 | 4.00 | 4078.0 | 260.0 | 0.005390 | 0.041637 | 0.0 | 0.000000 | 0.000229 | 0.000758 | 0.459752 | 260.0 | 3256.5 | 75.199734 | 3127.0 | 3191.75 | 3256.5 | 3321.25 | 3386.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.994610 | 0.041637 | 0.540248 | 0.999242 | 0.999771 | 1.000000 | 1.0 | 260.0 | 6320.353846 | 3368.952016 | 50.0 | 3636.25 | 6590.0 | 9075.00 | 13566.0 | 260.0 | 3262.557692 | 3138.956388 | 0.0 | 101.25 | 2923.0 | 4764.00 | 13037.0 | 260.0 | 0.524425 | 0.364633 | 0.0 | 0.399019 | 0.500005 | 0.998121 | 1.0 | 260.0 | 0.519993 | 0.362148 | 0.0 | 0.385640 | 0.498310 | 0.997341 | 1.0 | 260.0 | 1.023077 | 0.543344 | 0.008063 | 0.586641 | 1.076039 | 1.463840 | 2.188039 | 260.0 | 265.0 | 0.0 | 265.0 | 265.0 | 265.0 | 265.0 | 265.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Streck0012-Oct-29-15 | 244.0 | 0.221209 | 0.235002 | -0.001566 | 0.000082 | 0.001446 | 0.475121 | 0.499683 | 261.0 | 9244.386973 | 5059.270708 | 2.0 | 4927.00 | 9770.0 | 12946.00 | 23495.0 | 261.0 | 4490.218391 | 4613.210529 | 0.0 | 13.00 | 3545.0 | 7096.00 | 19206.0 | 261.0 | 0.476735 | 0.364193 | 0.0 | 0.001265 | 0.498585 | 0.604332 | 1.0 | 261.0 | 0.476112 | 0.364054 | 0.0 | 0.001265 | 0.497784 | 0.604223 | 1.0 | 244.0 | 0.000404 | 0.000480 | 0.000150 | 0.000150 | 0.000160 | 0.000285 | 0.001571 | 261.0 | 0.219562 | 0.232876 | 0.0 | 0.000407 | 0.003863 | 0.474375 | 0.499833 | 261.0 | 0.219059 | 0.232364 | 0.0 | 0.000393 | 0.003863 | 0.473442 | 0.499649 | 261.0 | 26.961686 | 265.746030 | 0.0 | 0.0 | 2.0 | 6.00 | 4157.0 | 261.0 | 0.003636 | 0.027961 | 0.0 | 0.000000 | 0.000260 | 0.000739 | 0.360757 | 261.0 | 2996.0 | 75.488410 | 2866.0 | 2931.00 | 2996.0 | 3061.00 | 3126.0 | 261.0 | 7.587459e+07 | 6.043962e+07 | 299411.0 | 25009441.0 | 56204945.0 | 1.241092e+08 | 247752019.0 | 261.0 | 564.789272 | 15.849461 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 261.0 | 0.996364 | 0.027961 | 0.639243 | 0.999261 | 0.999740 | 1.000000 | 1.0 | 261.0 | 9217.425287 | 5060.909195 | 2.0 | 4920.00 | 9725.0 | 12946.00 | 23495.0 | 261.0 | 4727.206897 | 4586.927781 | 0.0 | 84.00 | 4134.0 | 7166.00 | 23490.0 | 261.0 | 0.523265 | 0.364193 | 0.0 | 0.395668 | 0.501415 | 0.998735 | 1.0 | 261.0 | 0.520252 | 0.361970 | 0.0 | 0.395596 | 0.500739 | 0.997272 | 1.0 | 261.0 | 1.019157 | 0.557765 | 0.000220 | 0.543182 | 1.077104 | 1.427245 | 2.590231 | 261.0 | 267.0 | 0.0 | 267.0 | 267.0 | 267.0 | 267.0 | 267.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Streck0013-Oct-22-15 | 242.0 | 0.217401 | 0.231080 | -0.001122 | 0.000151 | 0.002514 | 0.476287 | 0.499733 | 260.0 | 8802.726923 | 4633.747196 | 18.0 | 4778.00 | 9084.5 | 12528.50 | 19488.0 | 260.0 | 3856.157692 | 3797.451880 | 0.0 | 14.50 | 3495.0 | 6331.25 | 17268.0 | 260.0 | 0.467039 | 0.357997 | 0.0 | 0.001649 | 0.494397 | 0.614982 | 1.0 | 260.0 | 0.463087 | 0.355592 | 0.0 | 0.001648 | 0.492800 | 0.607110 | 1.0 | 242.0 | 0.000412 | 0.000456 | 0.000145 | 0.000167 | 0.000172 | 0.000266 | 0.001479 | 260.0 | 0.224427 | 0.230258 | 0.0 | 0.000495 | 0.069709 | 0.476083 | 0.500000 | 260.0 | 0.223302 | 0.229371 | 0.0 | 0.000495 | 0.069691 | 0.475106 | 0.500000 | 260.0 | 45.426923 | 446.552092 | 0.0 | 0.0 | 2.0 | 4.00 | 6614.0 | 260.0 | 0.005328 | 0.042177 | 0.0 | 0.000000 | 0.000211 | 0.000511 | 0.532057 | 260.0 | 3514.5 | 75.199734 | 3385.0 | 3449.75 | 3514.5 | 3579.25 | 3644.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.994672 | 0.042177 | 0.467943 | 0.999489 | 0.999789 | 1.000000 | 1.0 | 260.0 | 8757.300000 | 4636.130050 | 18.0 | 4776.50 | 9065.0 | 12517.25 | 19478.0 | 260.0 | 4901.142308 | 4581.513392 | 0.0 | 260.25 | 4644.0 | 6900.50 | 19474.0 | 260.0 | 0.532961 | 0.357997 | 0.0 | 0.385018 | 0.505603 | 0.998351 | 1.0 | 260.0 | 0.531586 | 0.358094 | 0.0 | 0.370460 | 0.505392 | 0.997427 | 1.0 | 260.0 | 1.023077 | 0.538547 | 0.002092 | 0.555312 | 1.055825 | 1.456096 | 2.264948 | 260.0 | 248.0 | 0.0 | 248.0 | 248.0 | 248.0 | 248.0 | 248.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Streck0013-Oct-23-15 | 242.0 | 0.221691 | 0.234785 | -0.001536 | -0.000211 | 0.001730 | 0.483306 | 0.499004 | 260.0 | 6814.115385 | 3581.937380 | 56.0 | 3781.25 | 7020.0 | 9628.50 | 15715.0 | 260.0 | 3027.107692 | 3004.897786 | 0.0 | 5.00 | 2625.5 | 4818.00 | 15666.0 | 260.0 | 0.467112 | 0.357820 | 0.0 | 0.000776 | 0.497337 | 0.571327 | 1.0 | 260.0 | 0.463131 | 0.355524 | 0.0 | 0.000776 | 0.496026 | 0.560154 | 1.0 | 242.0 | 0.000439 | 0.000435 | 0.000144 | 0.000211 | 0.000213 | 0.000322 | 0.001536 | 260.0 | 0.228240 | 0.234482 | 0.0 | 0.000172 | 0.090417 | 0.482296 | 0.499216 | 260.0 | 0.227006 | 0.233517 | 0.0 | 0.000159 | 0.090386 | 0.481874 | 0.499216 | 260.0 | 40.553846 | 396.102772 | 0.0 | 0.0 | 1.5 | 4.00 | 5385.0 | 260.0 | 0.005417 | 0.043296 | 0.0 | 0.000000 | 0.000226 | 0.000568 | 0.536889 | 260.0 | 3519.5 | 75.199734 | 3390.0 | 3454.75 | 3519.5 | 3584.25 | 3649.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.994583 | 0.043296 | 0.463111 | 0.999432 | 0.999774 | 1.000000 | 1.0 | 260.0 | 6773.561538 | 3571.592828 | 56.0 | 3781.25 | 6996.0 | 9578.25 | 15706.0 | 260.0 | 3746.453846 | 3469.021317 | 0.0 | 136.25 | 3491.0 | 5480.25 | 15704.0 | 260.0 | 0.532888 | 0.357820 | 0.0 | 0.428673 | 0.502663 | 0.999224 | 1.0 | 260.0 | 0.531452 | 0.358001 | 0.0 | 0.407427 | 0.501900 | 0.998369 | 1.0 | 260.0 | 1.023077 | 0.537795 | 0.008408 | 0.567720 | 1.053989 | 1.445631 | 2.359463 | 260.0 | 253.0 | 0.0 | 253.0 | 253.0 | 253.0 | 253.0 | 253.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Streck0013-Oct-26-15 | 245.0 | 0.223030 | 0.233142 | -0.001441 | -0.000165 | 0.002624 | 0.475641 | 0.499793 | 260.0 | 7673.600000 | 3787.062666 | 54.0 | 4618.25 | 8110.5 | 10698.00 | 15418.0 | 260.0 | 3402.665385 | 3244.843578 | 0.0 | 6.50 | 3016.5 | 5552.00 | 13129.0 | 260.0 | 0.467412 | 0.357935 | 0.0 | 0.000786 | 0.494304 | 0.589824 | 1.0 | 260.0 | 0.463318 | 0.355478 | 0.0 | 0.000786 | 0.493411 | 0.584504 | 1.0 | 245.0 | 0.000401 | 0.000428 | 0.000137 | 0.000165 | 0.000191 | 0.000191 | 0.001441 | 260.0 | 0.226685 | 0.232797 | 0.0 | 0.000000 | 0.092697 | 0.478030 | 0.500000 | 260.0 | 0.225469 | 0.231772 | 0.0 | 0.000000 | 0.092623 | 0.476410 | 0.500000 | 260.0 | 43.853846 | 425.035872 | 0.0 | 0.0 | 2.0 | 5.00 | 6332.0 | 260.0 | 0.005529 | 0.042990 | 0.0 | 0.000000 | 0.000239 | 0.000584 | 0.542402 | 260.0 | 3513.5 | 75.199734 | 3384.0 | 3448.75 | 3513.5 | 3578.25 | 3643.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.994471 | 0.042990 | 0.457598 | 0.999416 | 0.999761 | 1.000000 | 1.0 | 260.0 | 7629.746154 | 3786.979896 | 54.0 | 4617.75 | 8081.0 | 10686.00 | 15414.0 | 260.0 | 4227.080769 | 3857.133124 | 0.0 | 323.75 | 4053.0 | 5995.00 | 15414.0 | 260.0 | 0.532588 | 0.357935 | 0.0 | 0.410176 | 0.505696 | 0.999214 | 1.0 | 260.0 | 0.531153 | 0.358037 | 0.0 | 0.371865 | 0.505443 | 0.998223 | 1.0 | 260.0 | 1.023077 | 0.504907 | 0.007200 | 0.615725 | 1.081326 | 1.426303 | 2.055593 | 260.0 | 255.0 | 0.0 | 255.0 | 255.0 | 255.0 | 255.0 | 255.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Streck0013-Oct-27-15 | 248.0 | 0.225760 | 0.234935 | -0.001538 | 0.000003 | 0.007201 | 0.483067 | 0.499645 | 260.0 | 8681.807692 | 4188.946390 | 47.0 | 5549.75 | 8868.5 | 12156.75 | 18831.0 | 260.0 | 3900.107692 | 3743.884541 | 0.0 | 12.00 | 3429.0 | 6187.25 | 16631.0 | 260.0 | 0.466693 | 0.357561 | 0.0 | 0.001601 | 0.496488 | 0.572054 | 1.0 | 260.0 | 0.462942 | 0.355316 | 0.0 | 0.001600 | 0.494558 | 0.565465 | 1.0 | 248.0 | 0.000411 | 0.000451 | 0.000151 | 0.000170 | 0.000192 | 0.000192 | 0.001538 | 260.0 | 0.228436 | 0.234376 | 0.0 | 0.000328 | 0.088674 | 0.483509 | 0.499836 | 260.0 | 0.227189 | 0.233304 | 0.0 | 0.000328 | 0.088674 | 0.482284 | 0.499537 | 260.0 | 43.680769 | 424.507430 | 0.0 | 0.0 | 2.0 | 4.00 | 6234.0 | 260.0 | 0.005168 | 0.040761 | 0.0 | 0.000000 | 0.000206 | 0.000550 | 0.496852 | 260.0 | 3513.5 | 75.199734 | 3384.0 | 3448.75 | 3513.5 | 3578.25 | 3643.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.994832 | 0.040761 | 0.503148 | 0.999450 | 0.999794 | 1.000000 | 1.0 | 260.0 | 8638.126923 | 4189.420084 | 47.0 | 5549.75 | 8719.5 | 12090.00 | 18821.0 | 260.0 | 4738.019231 | 4314.388374 | 0.0 | 488.25 | 4592.0 | 6881.00 | 18820.0 | 260.0 | 0.533307 | 0.357561 | 0.0 | 0.427946 | 0.503512 | 0.998399 | 1.0 | 260.0 | 0.531890 | 0.357708 | 0.0 | 0.408705 | 0.503229 | 0.997755 | 1.0 | 260.0 | 1.023077 | 0.493632 | 0.005539 | 0.653991 | 1.045077 | 1.432569 | 2.219073 | 260.0 | 260.0 | 0.0 | 260.0 | 260.0 | 260.0 | 260.0 | 260.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Streck0013-Oct-28-15 | 247.0 | 0.223113 | 0.233539 | -0.001614 | -0.000011 | 0.011457 | 0.480310 | 0.499594 | 260.0 | 9447.523077 | 4772.085691 | 74.0 | 5581.75 | 10053.0 | 13339.25 | 19101.0 | 260.0 | 4160.834615 | 3996.474069 | 0.0 | 13.50 | 3626.0 | 6783.50 | 18124.0 | 260.0 | 0.467489 | 0.358053 | 0.0 | 0.000984 | 0.495878 | 0.603008 | 1.0 | 260.0 | 0.463593 | 0.355678 | 0.0 | 0.000984 | 0.491265 | 0.590640 | 1.0 | 247.0 | 0.000427 | 0.000498 | 0.000165 | 0.000165 | 0.000175 | 0.000268 | 0.001710 | 260.0 | 0.226289 | 0.232500 | 0.0 | 0.000305 | 0.076512 | 0.480045 | 0.499818 | 260.0 | 0.225129 | 0.231530 | 0.0 | 0.000305 | 0.076477 | 0.478735 | 0.499772 | 260.0 | 51.903846 | 503.952542 | 0.0 | 0.0 | 2.0 | 5.00 | 7527.0 | 260.0 | 0.005257 | 0.041076 | 0.0 | 0.000000 | 0.000261 | 0.000606 | 0.525702 | 260.0 | 3516.5 | 75.199734 | 3387.0 | 3451.75 | 3516.5 | 3581.25 | 3646.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.994743 | 0.041076 | 0.474298 | 0.999394 | 0.999739 | 1.000000 | 1.0 | 260.0 | 9395.619231 | 4768.864901 | 74.0 | 5580.25 | 9727.0 | 13308.00 | 19089.0 | 260.0 | 5234.784615 | 4839.802235 | 0.0 | 457.50 | 4913.0 | 7419.50 | 19088.0 | 260.0 | 0.532511 | 0.358053 | 0.0 | 0.396992 | 0.504122 | 0.999016 | 1.0 | 260.0 | 0.531150 | 0.358158 | 0.0 | 0.370318 | 0.502778 | 0.997599 | 1.0 | 260.0 | 1.023077 | 0.516772 | 0.008013 | 0.604450 | 1.088644 | 1.444514 | 2.068457 | 260.0 | 265.0 | 0.0 | 265.0 | 265.0 | 265.0 | 265.0 | 265.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Streck0013-Oct-29-15 | 246.0 | 0.223152 | 0.233638 | -0.001500 | 0.000103 | 0.003080 | 0.476985 | 0.499783 | 261.0 | 11558.210728 | 5722.716570 | 2.0 | 7108.00 | 12134.0 | 16096.00 | 24366.0 | 261.0 | 5186.390805 | 4949.260674 | 0.0 | 15.00 | 4250.0 | 8207.00 | 20869.0 | 261.0 | 0.465309 | 0.357859 | 0.0 | 0.001165 | 0.495810 | 0.571809 | 1.0 | 261.0 | 0.461836 | 0.355473 | 0.0 | 0.001164 | 0.494768 | 0.571570 | 1.0 | 246.0 | 0.000392 | 0.000447 | 0.000157 | 0.000157 | 0.000162 | 0.000191 | 0.001500 | 261.0 | 0.226647 | 0.232942 | 0.0 | 0.000405 | 0.101663 | 0.477162 | 0.499970 | 261.0 | 0.225804 | 0.232185 | 0.0 | 0.000405 | 0.101618 | 0.477067 | 0.499819 | 261.0 | 58.429119 | 591.586348 | 0.0 | 1.0 | 2.0 | 7.00 | 9089.0 | 261.0 | 0.004615 | 0.036929 | 0.0 | 0.000053 | 0.000231 | 0.000595 | 0.516743 | 261.0 | 3257.0 | 75.488410 | 3127.0 | 3192.00 | 3257.0 | 3322.00 | 3387.0 | 261.0 | 7.587459e+07 | 6.043962e+07 | 299411.0 | 25009441.0 | 56204945.0 | 1.241092e+08 | 247752019.0 | 261.0 | 564.789272 | 15.849461 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 261.0 | 0.995385 | 0.036929 | 0.483257 | 0.999405 | 0.999769 | 0.999947 | 1.0 | 261.0 | 11499.781609 | 5717.533850 | 2.0 | 7090.00 | 12101.0 | 16087.00 | 24350.0 | 261.0 | 6313.390805 | 5762.349721 | 0.0 | 385.00 | 6024.0 | 9128.00 | 24264.0 | 261.0 | 0.534691 | 0.357859 | 0.0 | 0.428191 | 0.504190 | 0.998835 | 1.0 | 261.0 | 0.533548 | 0.357728 | 0.0 | 0.407256 | 0.503555 | 0.997044 | 1.0 | 261.0 | 1.019157 | 0.504606 | 0.000176 | 0.626755 | 1.069928 | 1.419281 | 2.148497 | 261.0 | 267.0 | 0.0 | 267.0 | 267.0 | 267.0 | 267.0 | 267.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Streck0014-Oct-22-15 | 239.0 | 0.227204 | 0.229920 | -0.001167 | 0.000104 | 0.114332 | 0.470799 | 0.499666 | 260.0 | 9828.019231 | 5830.332077 | 6.0 | 5221.00 | 9533.5 | 14292.75 | 23879.0 | 260.0 | 4710.196154 | 4837.296008 | 0.0 | 21.50 | 3922.0 | 7736.00 | 22082.0 | 260.0 | 0.476303 | 0.354604 | 0.0 | 0.003438 | 0.494934 | 0.591369 | 1.0 | 260.0 | 0.474697 | 0.354653 | 0.0 | 0.003438 | 0.493428 | 0.591167 | 1.0 | 239.0 | 0.000384 | 0.000368 | 0.000160 | 0.000190 | 0.000197 | 0.000197 | 0.001231 | 260.0 | 0.228891 | 0.229181 | 0.0 | 0.000356 | 0.118772 | 0.469595 | 0.499862 | 260.0 | 0.227457 | 0.228063 | 0.0 | 0.000356 | 0.118767 | 0.469022 | 0.499807 | 260.0 | 15.650000 | 113.184531 | 0.0 | 0.0 | 1.0 | 4.00 | 1616.0 | 260.0 | 0.003439 | 0.027695 | 0.0 | 0.000000 | 0.000131 | 0.000395 | 0.312663 | 260.0 | 3774.5 | 75.199734 | 3645.0 | 3709.75 | 3774.5 | 3839.25 | 3904.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.996561 | 0.027695 | 0.687337 | 0.999605 | 0.999869 | 1.000000 | 1.0 | 260.0 | 9812.369231 | 5834.547236 | 6.0 | 5221.00 | 9402.5 | 14289.50 | 23864.0 | 260.0 | 5102.173077 | 4972.398643 | 0.0 | 256.75 | 4538.0 | 7501.75 | 23829.0 | 260.0 | 0.523697 | 0.354604 | 0.0 | 0.408631 | 0.505066 | 0.996562 | 1.0 | 260.0 | 0.521864 | 0.354608 | 0.0 | 0.387712 | 0.503566 | 0.992553 | 1.0 | 260.0 | 1.023077 | 0.606926 | 0.000625 | 0.543496 | 0.992418 | 1.487846 | 2.485756 | 260.0 | 248.0 | 0.0 | 248.0 | 248.0 | 248.0 | 248.0 | 248.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Streck0014-Oct-23-15 | 226.0 | 0.226968 | 0.233301 | -0.001366 | -0.000098 | 0.039798 | 0.472917 | 0.499486 | 260.0 | 4561.296154 | 3058.058995 | 5.0 | 2098.25 | 4643.0 | 6770.25 | 17401.0 | 260.0 | 2196.392308 | 2309.036286 | 0.0 | 8.00 | 1668.5 | 3725.00 | 11167.0 | 260.0 | 0.473017 | 0.352174 | 0.0 | 0.003112 | 0.496633 | 0.586217 | 1.0 | 260.0 | 0.471479 | 0.352246 | 0.0 | 0.003112 | 0.495106 | 0.585666 | 1.0 | 226.0 | 0.000405 | 0.000396 | 0.000121 | 0.000186 | 0.000213 | 0.000213 | 0.001366 | 260.0 | 0.233527 | 0.231247 | 0.0 | 0.000273 | 0.211111 | 0.473123 | 0.500000 | 260.0 | 0.232232 | 0.230455 | 0.0 | 0.000273 | 0.211111 | 0.471850 | 0.500000 | 260.0 | 4.926923 | 33.478606 | 0.0 | 0.0 | 0.0 | 2.00 | 497.0 | 260.0 | 0.003401 | 0.028225 | 0.0 | 0.000000 | 0.000000 | 0.000544 | 0.335616 | 260.0 | 3779.5 | 75.199734 | 3650.0 | 3714.75 | 3779.5 | 3844.25 | 3909.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.996599 | 0.028225 | 0.664384 | 0.999456 | 1.000000 | 1.000000 | 1.0 | 260.0 | 4556.369231 | 3057.727204 | 5.0 | 2097.50 | 4631.5 | 6769.50 | 17390.0 | 260.0 | 2359.976923 | 2562.451945 | 0.0 | 51.00 | 1933.0 | 3574.25 | 17386.0 | 260.0 | 0.526983 | 0.352174 | 0.0 | 0.413783 | 0.503367 | 0.996888 | 1.0 | 260.0 | 0.525120 | 0.352113 | 0.0 | 0.408348 | 0.502998 | 0.991933 | 1.0 | 260.0 | 1.023077 | 0.685908 | 0.001121 | 0.470627 | 1.041403 | 1.518535 | 3.902961 | 260.0 | 253.0 | 0.0 | 253.0 | 253.0 | 253.0 | 253.0 | 253.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Streck0014-Oct-26-15 | 238.0 | 0.229139 | 0.231344 | -0.001245 | -0.000038 | 0.142869 | 0.470766 | 0.498664 | 260.0 | 7337.569231 | 4183.333353 | 4.0 | 4164.75 | 7251.5 | 10872.50 | 16850.0 | 260.0 | 3545.403846 | 3582.644085 | 0.0 | 16.50 | 2957.5 | 5841.00 | 15100.0 | 260.0 | 0.471615 | 0.353254 | 0.0 | 0.001593 | 0.496961 | 0.574632 | 1.0 | 260.0 | 0.470011 | 0.353254 | 0.0 | 0.001593 | 0.493252 | 0.574525 | 1.0 | 238.0 | 0.000377 | 0.000383 | 0.000142 | 0.000168 | 0.000184 | 0.000184 | 0.001245 | 260.0 | 0.231968 | 0.231254 | 0.0 | 0.000196 | 0.158352 | 0.473542 | 0.499909 | 260.0 | 0.230481 | 0.229951 | 0.0 | 0.000196 | 0.158266 | 0.471198 | 0.499909 | 260.0 | 12.865385 | 97.645492 | 0.0 | 0.0 | 1.0 | 3.00 | 1333.0 | 260.0 | 0.003381 | 0.026931 | 0.0 | 0.000000 | 0.000151 | 0.000426 | 0.296074 | 260.0 | 3773.5 | 75.199734 | 3644.0 | 3708.75 | 3773.5 | 3838.25 | 3903.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.996619 | 0.026931 | 0.703926 | 0.999574 | 0.999849 | 1.000000 | 1.0 | 260.0 | 7324.703846 | 4188.512567 | 4.0 | 4164.75 | 7117.5 | 10871.00 | 16849.0 | 260.0 | 3779.300000 | 3596.166118 | 0.0 | 300.00 | 3450.5 | 5590.50 | 15329.0 | 260.0 | 0.528385 | 0.353254 | 0.0 | 0.425368 | 0.503039 | 0.998407 | 1.0 | 260.0 | 0.526608 | 0.353278 | 0.0 | 0.411476 | 0.502817 | 0.996488 | 1.0 | 260.0 | 1.023077 | 0.583282 | 0.000558 | 0.580691 | 1.011076 | 1.515952 | 2.349395 | 260.0 | 255.0 | 0.0 | 255.0 | 255.0 | 255.0 | 255.0 | 255.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Streck0014-Oct-27-15 | 244.0 | 0.233592 | 0.233656 | -0.000997 | -0.000004 | 0.145515 | 0.474716 | 0.498764 | 260.0 | 9370.976923 | 4779.072755 | 26.0 | 5966.00 | 9455.5 | 12846.25 | 21096.0 | 260.0 | 4458.534615 | 4274.383251 | 0.0 | 16.00 | 3968.0 | 6836.25 | 19528.0 | 260.0 | 0.474527 | 0.351285 | 0.0 | 0.002259 | 0.499090 | 0.582285 | 1.0 | 260.0 | 0.472894 | 0.351313 | 0.0 | 0.002258 | 0.496317 | 0.582140 | 1.0 | 244.0 | 0.000388 | 0.000383 | 0.000140 | 0.000180 | 0.000198 | 0.000198 | 0.001231 | 260.0 | 0.236123 | 0.232707 | 0.0 | 0.000254 | 0.246076 | 0.474509 | 0.500000 | 260.0 | 0.234634 | 0.231519 | 0.0 | 0.000254 | 0.246044 | 0.472537 | 0.500000 | 260.0 | 14.965385 | 109.212709 | 0.0 | 0.0 | 2.0 | 4.00 | 1573.0 | 260.0 | 0.003538 | 0.027789 | 0.0 | 0.000000 | 0.000219 | 0.000510 | 0.308715 | 260.0 | 3773.5 | 75.199734 | 3644.0 | 3708.75 | 3773.5 | 3838.25 | 3903.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.996462 | 0.027789 | 0.691285 | 0.999490 | 0.999781 | 1.000000 | 1.0 | 260.0 | 9356.011538 | 4784.412857 | 26.0 | 5965.75 | 9356.0 | 12845.75 | 21088.0 | 260.0 | 4897.476923 | 4474.983317 | 0.0 | 565.25 | 4566.0 | 7154.50 | 21087.0 | 260.0 | 0.525473 | 0.351285 | 0.0 | 0.417715 | 0.500910 | 0.997741 | 1.0 | 260.0 | 0.523568 | 0.351209 | 0.0 | 0.403961 | 0.500080 | 0.993405 | 1.0 | 260.0 | 1.023077 | 0.521756 | 0.002839 | 0.651338 | 1.032305 | 1.402490 | 2.303157 | 260.0 | 260.0 | 0.0 | 260.0 | 260.0 | 260.0 | 260.0 | 260.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Streck0014-Oct-28-15 | 237.0 | 0.232754 | 0.232157 | -0.001231 | 0.000214 | 0.113329 | 0.472461 | 0.498843 | 260.0 | 6318.196154 | 3577.331667 | 36.0 | 3264.25 | 6476.5 | 9315.50 | 13763.0 | 260.0 | 3039.273077 | 3096.707502 | 0.0 | 12.75 | 2333.0 | 4819.75 | 13747.0 | 260.0 | 0.475614 | 0.351871 | 0.0 | 0.002271 | 0.497522 | 0.593193 | 1.0 | 260.0 | 0.473964 | 0.351744 | 0.0 | 0.002271 | 0.494777 | 0.592761 | 1.0 | 237.0 | 0.000392 | 0.000420 | 0.000171 | 0.000171 | 0.000178 | 0.000178 | 0.001340 | 260.0 | 0.234052 | 0.231103 | 0.0 | 0.000466 | 0.248684 | 0.472296 | 0.499014 | 260.0 | 0.232662 | 0.229982 | 0.0 | 0.000466 | 0.248671 | 0.471034 | 0.499014 | 260.0 | 8.776923 | 55.829133 | 0.0 | 0.0 | 1.0 | 4.00 | 849.0 | 260.0 | 0.003397 | 0.026214 | 0.0 | 0.000000 | 0.000226 | 0.000588 | 0.293388 | 260.0 | 3776.5 | 75.199734 | 3647.0 | 3711.75 | 3776.5 | 3841.25 | 3906.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.996603 | 0.026214 | 0.706612 | 0.999412 | 0.999774 | 1.000000 | 1.0 | 260.0 | 6309.419231 | 3577.164871 | 36.0 | 3264.00 | 6474.0 | 9313.25 | 13753.0 | 260.0 | 3270.146154 | 3122.292767 | 0.0 | 204.25 | 2856.5 | 4984.50 | 13025.0 | 260.0 | 0.524386 | 0.351871 | 0.0 | 0.406807 | 0.502478 | 0.997729 | 1.0 | 260.0 | 0.522640 | 0.351821 | 0.0 | 0.400826 | 0.502011 | 0.990092 | 1.0 | 260.0 | 1.023077 | 0.579261 | 0.005829 | 0.528565 | 1.048710 | 1.508417 | 2.228580 | 260.0 | 265.0 | 0.0 | 265.0 | 265.0 | 265.0 | 265.0 | 265.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Streck0014-Oct-29-15 | 240.0 | 0.233388 | 0.233694 | -0.001226 | 0.000286 | 0.134165 | 0.475001 | 0.499741 | 260.0 | 10789.788462 | 6093.316574 | 10.0 | 5747.00 | 10818.5 | 15364.25 | 24257.0 | 260.0 | 5133.680769 | 5174.044369 | 0.0 | 21.75 | 4612.5 | 7866.25 | 23708.0 | 260.0 | 0.474497 | 0.351856 | 0.0 | 0.002195 | 0.499482 | 0.576576 | 1.0 | 260.0 | 0.473633 | 0.351744 | 0.0 | 0.002195 | 0.493796 | 0.576538 | 1.0 | 240.0 | 0.000375 | 0.000425 | 0.000152 | 0.000152 | 0.000155 | 0.000181 | 0.001370 | 260.0 | 0.235183 | 0.232501 | 0.0 | 0.000598 | 0.196811 | 0.475232 | 0.499895 | 260.0 | 0.234430 | 0.231792 | 0.0 | 0.000598 | 0.196811 | 0.473217 | 0.499817 | 260.0 | 15.023077 | 114.462954 | 0.0 | 0.0 | 2.0 | 6.00 | 1783.0 | 260.0 | 0.002075 | 0.013721 | 0.0 | 0.000000 | 0.000205 | 0.000592 | 0.152198 | 260.0 | 3517.5 | 75.199734 | 3388.0 | 3452.75 | 3517.5 | 3582.25 | 3647.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.997925 | 0.013721 | 0.847802 | 0.999408 | 0.999795 | 1.000000 | 1.0 | 260.0 | 10774.765385 | 6093.257805 | 10.0 | 5725.50 | 10728.5 | 15362.00 | 24244.0 | 260.0 | 5641.084615 | 5482.863484 | 0.0 | 347.25 | 5203.5 | 8071.75 | 24238.0 | 260.0 | 0.525503 | 0.351856 | 0.0 | 0.423424 | 0.500518 | 0.997805 | 1.0 | 260.0 | 0.524291 | 0.351415 | 0.0 | 0.414763 | 0.500279 | 0.993316 | 1.0 | 260.0 | 1.023077 | 0.577762 | 0.000948 | 0.544925 | 1.025799 | 1.456823 | 2.300024 | 260.0 | 267.0 | 0.0 | 267.0 | 267.0 | 267.0 | 267.0 | 267.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Streck0015-Oct-22-15 | 243.0 | 0.207353 | 0.232467 | -0.001650 | -0.000177 | 0.000742 | 0.479736 | 0.499426 | 262.0 | 6524.183206 | 4203.215949 | 1.0 | 3435.25 | 5417.0 | 9748.75 | 17967.0 | 262.0 | 3243.427481 | 3597.498522 | 0.0 | 4.00 | 2222.5 | 5309.00 | 16015.0 | 262.0 | 0.498211 | 0.379455 | 0.0 | 0.000824 | 0.502497 | 0.998787 | 1.0 | 262.0 | 0.497258 | 0.379124 | 0.0 | 0.000824 | 0.501938 | 0.997997 | 1.0 | 243.0 | 0.000427 | 0.000472 | 0.000160 | 0.000177 | 0.000192 | 0.000246 | 0.001650 | 262.0 | 0.199792 | 0.231342 | 0.0 | 0.000150 | 0.000921 | 0.478134 | 0.499603 | 262.0 | 0.199195 | 0.230752 | 0.0 | 0.000150 | 0.000921 | 0.476951 | 0.499132 | 262.0 | 8.595420 | 51.760764 | 0.0 | 0.0 | 1.0 | 4.00 | 563.0 | 262.0 | 0.003635 | 0.032174 | 0.0 | 0.000000 | 0.000163 | 0.000551 | 0.435855 | 262.0 | 4035.5 | 75.777085 | 3905.0 | 3970.25 | 4035.5 | 4100.75 | 4166.0 | 262.0 | 7.591765e+07 | 6.039550e+07 | 299411.0 | 25055747.0 | 56314009.5 | 1.240734e+08 | 247752019.0 | 262.0 | 564.973282 | 15.947809 | 522.0 | 555.0 | 566.5 | 576.0 | 597.0 | 262.0 | 0.996365 | 0.032174 | 0.564145 | 0.999449 | 0.999837 | 1.000000 | 1.0 | 262.0 | 6515.587786 | 4205.875153 | 1.0 | 3433.25 | 5417.0 | 9748.25 | 17964.0 | 262.0 | 3272.160305 | 3617.907145 | 0.0 | 5.25 | 2324.0 | 5125.50 | 16564.0 | 262.0 | 0.501789 | 0.379455 | 0.0 | 0.001213 | 0.497503 | 0.999176 | 1.0 | 262.0 | 0.499108 | 0.377789 | 0.0 | 0.001213 | 0.497466 | 0.998410 | 1.0 | 262.0 | 1.015267 | 0.654088 | 0.000156 | 0.534580 | 0.842972 | 1.517061 | 2.795952 | 262.0 | 248.0 | 0.0 | 248.0 | 248.0 | 248.0 | 248.0 | 248.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Streck0015-Oct-23-15 | 242.0 | 0.206768 | 0.233016 | -0.001741 | -0.000203 | 0.000639 | 0.478899 | 0.499184 | 260.0 | 6614.892308 | 3828.746029 | 54.0 | 3769.75 | 6548.5 | 9441.75 | 21800.0 | 260.0 | 3393.746154 | 3663.316891 | 0.0 | 4.75 | 2618.0 | 4967.50 | 21794.0 | 260.0 | 0.496907 | 0.378115 | 0.0 | 0.000861 | 0.500009 | 0.998515 | 1.0 | 260.0 | 0.495766 | 0.377613 | 0.0 | 0.000860 | 0.498411 | 0.997493 | 1.0 | 242.0 | 0.000468 | 0.000514 | 0.000149 | 0.000203 | 0.000205 | 0.000319 | 0.001758 | 260.0 | 0.202086 | 0.232133 | 0.0 | 0.000000 | 0.000982 | 0.479126 | 0.499387 | 260.0 | 0.201473 | 0.231571 | 0.0 | 0.000000 | 0.000981 | 0.478483 | 0.499264 | 260.0 | 6.146154 | 36.200986 | 0.0 | 0.0 | 2.0 | 4.00 | 518.0 | 260.0 | 0.003744 | 0.033794 | 0.0 | 0.000000 | 0.000221 | 0.000524 | 0.457143 | 260.0 | 4039.5 | 75.199734 | 3910.0 | 3974.75 | 4039.5 | 4104.25 | 4169.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.996256 | 0.033794 | 0.542857 | 0.999476 | 0.999779 | 1.000000 | 1.0 | 260.0 | 6608.746154 | 3829.943249 | 54.0 | 3767.00 | 6547.5 | 9427.25 | 21794.0 | 260.0 | 3215.000000 | 3258.856803 | 0.0 | 8.75 | 2483.5 | 4957.50 | 12847.0 | 260.0 | 0.503093 | 0.378115 | 0.0 | 0.001485 | 0.499991 | 0.999139 | 1.0 | 260.0 | 0.500490 | 0.376686 | 0.0 | 0.001484 | 0.499857 | 0.997820 | 1.0 | 260.0 | 1.023077 | 0.592164 | 0.008352 | 0.583040 | 1.012809 | 1.460286 | 3.371646 | 260.0 | 253.0 | 0.0 | 253.0 | 253.0 | 253.0 | 253.0 | 253.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Streck0015-Oct-26-15 | 245.0 | 0.206802 | 0.232974 | -0.001687 | -0.000165 | 0.000380 | 0.476531 | 0.499820 | 261.0 | 6823.068966 | 3538.737494 | 2.0 | 4095.00 | 6877.0 | 9642.00 | 13702.0 | 261.0 | 3401.482759 | 3320.064937 | 0.0 | 4.00 | 2818.0 | 5536.00 | 13130.0 | 261.0 | 0.498825 | 0.378312 | 0.0 | 0.000727 | 0.500183 | 0.999354 | 1.0 | 261.0 | 0.497680 | 0.377805 | 0.0 | 0.000726 | 0.499195 | 0.998743 | 1.0 | 245.0 | 0.000423 | 0.000485 | 0.000162 | 0.000165 | 0.000180 | 0.000180 | 0.001687 | 261.0 | 0.201773 | 0.232034 | 0.0 | 0.000000 | 0.000722 | 0.476047 | 0.500000 | 261.0 | 0.201161 | 0.231463 | 0.0 | 0.000000 | 0.000721 | 0.475549 | 0.499259 | 261.0 | 11.183908 | 72.150302 | 0.0 | 0.0 | 2.0 | 4.00 | 817.0 | 261.0 | 0.003910 | 0.033970 | 0.0 | 0.000000 | 0.000216 | 0.000632 | 0.454900 | 261.0 | 4034.0 | 75.488410 | 3904.0 | 3969.00 | 4034.0 | 4099.00 | 4164.0 | 261.0 | 7.633374e+07 | 6.044730e+07 | 299411.0 | 25194665.0 | 56423074.0 | 1.253158e+08 | 247752019.0 | 261.0 | 564.816092 | 15.843850 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 261.0 | 0.996090 | 0.033970 | 0.545100 | 0.999368 | 0.999784 | 1.000000 | 1.0 | 261.0 | 6811.885057 | 3546.595449 | 2.0 | 4003.00 | 6872.0 | 9641.00 | 13697.0 | 261.0 | 3410.402299 | 3388.458572 | 0.0 | 4.00 | 2944.0 | 5378.00 | 13695.0 | 261.0 | 0.501175 | 0.378312 | 0.0 | 0.000646 | 0.499817 | 0.999273 | 1.0 | 261.0 | 0.498410 | 0.376649 | 0.0 | 0.000645 | 0.498719 | 0.997876 | 1.0 | 261.0 | 1.019157 | 0.528579 | 0.000299 | 0.611667 | 1.027213 | 1.440219 | 2.046658 | 261.0 | 255.0 | 0.0 | 255.0 | 255.0 | 255.0 | 255.0 | 255.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Streck0015-Oct-28-15 | 237.0 | 0.202724 | 0.231789 | -0.001922 | -0.000151 | 0.000700 | 0.472345 | 0.499635 | 260.0 | 4851.376923 | 2688.983278 | 10.0 | 2830.00 | 4985.0 | 6925.50 | 11169.0 | 260.0 | 2446.134615 | 2487.132279 | 0.0 | 6.00 | 1868.0 | 3964.00 | 9716.0 | 260.0 | 0.497463 | 0.378350 | 0.0 | 0.001019 | 0.502164 | 0.998398 | 1.0 | 260.0 | 0.496463 | 0.377979 | 0.0 | 0.001018 | 0.502096 | 0.997868 | 1.0 | 237.0 | 0.000460 | 0.000571 | 0.000151 | 0.000151 | 0.000192 | 0.000265 | 0.001946 | 260.0 | 0.200977 | 0.231074 | 0.0 | 0.000114 | 0.001140 | 0.473096 | 0.499786 | 260.0 | 0.200373 | 0.230507 | 0.0 | 0.000114 | 0.001140 | 0.472613 | 0.499643 | 260.0 | 5.411538 | 28.550231 | 0.0 | 0.0 | 1.0 | 2.25 | 366.0 | 260.0 | 0.003599 | 0.032220 | 0.0 | 0.000000 | 0.000137 | 0.000620 | 0.428291 | 260.0 | 4036.5 | 75.199734 | 3907.0 | 3971.75 | 4036.5 | 4101.25 | 4166.0 | 260.0 | 7.610029e+07 | 6.044589e+07 | 299411.0 | 25148359.0 | 56314009.5 | 1.244109e+08 | 247752019.0 | 260.0 | 564.815385 | 15.874403 | 522.0 | 555.0 | 566.0 | 576.0 | 597.0 | 260.0 | 0.996401 | 0.032220 | 0.571709 | 0.999380 | 0.999863 | 1.000000 | 1.0 | 260.0 | 4845.965385 | 2690.670081 | 10.0 | 2828.75 | 4984.5 | 6923.50 | 11165.0 | 260.0 | 2399.830769 | 2488.791459 | 0.0 | 5.75 | 1884.5 | 3531.25 | 11158.0 | 260.0 | 0.502537 | 0.378350 | 0.0 | 0.001602 | 0.497836 | 0.998981 | 1.0 | 260.0 | 0.499938 | 0.376801 | 0.0 | 0.001600 | 0.497312 | 0.997976 | 1.0 | 260.0 | 1.023077 | 0.567063 | 0.002109 | 0.596801 | 1.051256 | 1.460476 | 2.355361 | 260.0 | 265.0 | 0.0 | 265.0 | 265.0 | 265.0 | 265.0 | 265.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
180 rows × 168 columns
df_bySNP.groupby('UNIQUEID').describe().unstack().to_csv('AV_blanks_SNP_stats_bySample.csv')
return_numeric(df_all).hist(fc='k', ec='r', lw=1.5, bins=20, alpha=0.5, figsize=(38,4), layout=(1,6), sharey=True, )
sns.despine(offset=10)
sns.set_style('ticks')
return_numeric(df_all).corr()
| CLUSTER_DENSITY | ID | PCT_DD_CFDNA | READS_PASS_QC | SNPS_PASS_QC | TOTAL_READS | |
|---|---|---|---|---|---|---|
| CLUSTER_DENSITY | 1.000000 | -0.438208 | 0.035895 | 0.111602 | -0.018882 | 0.112193 |
| ID | -0.438208 | 1.000000 | -0.169445 | -0.052886 | 0.023769 | -0.053741 |
| PCT_DD_CFDNA | 0.035895 | -0.169445 | 1.000000 | -0.059137 | -0.448501 | -0.058069 |
| READS_PASS_QC | 0.111602 | -0.052886 | -0.059137 | 1.000000 | 0.618406 | 0.999925 |
| SNPS_PASS_QC | -0.018882 | 0.023769 | -0.448501 | 0.618406 | 1.000000 | 0.614255 |
| TOTAL_READS | 0.112193 | -0.053741 | -0.058069 | 0.999925 | 0.614255 | 1.000000 |
df_all.PCT_DD_CFDNA.clip_upper(0.01).mean()
0.00020777777777777792
# Gather via input list DART_patient_IDs linked by unique Sample_Name
# --> insert into existing df_all_DART to replace nan's in current PATIENT_ID col
# df_DART_PIDs = pd.read_csv(DART_lock2_PIDs)
# df_DART_PIDs
# ## DART STUDY
# DART_PIDs = {}
# DART_PID_to_EID = defaultdict(list)
# # for i,(eid,pid) in enumerate(zip(df_all_DART.index, df_all_DART.PATIENT_STUDY_ID)):
# for pid,eid in zip(df_DART_PIDs.SITE_SUBJECT_ID, df_DART_PIDs.SAMPLE_NAME):
# DART_PIDs[eid] = pid
# DART_PID_to_EID[pid].append(eid)
# # DART_PIDs.items()
# df_DART_bySNP.describe(include='all')
# df_QC_Eval_bySNP.describe(include='all')
# print(sorted(df_DART_bySNP.SNP_NAME.unique()))
# len(sorted(df_DART_bySNP.SNP_NAME.unique()))
# help(pd.DataFrame.set_index)
# help(pd.DataFrame.plot)
df_bySNP.loc[df_bySNP.SNP_NAME=='IISNP145',:]
| ID | RUN_ID | EXPERIMENT_NAME | AMPLICON_NAME | SNP_NAME | CHROMOSOME | POSITION | REF | ALT | REF_COUNT | ALT_COUNT | REF_FREQ | ALT_FREQ | REF_ALT_READS | ALL_READS | ERR_COUNT | ERR_FREQ_TOTAL | CHROMOSOME_MOCK | POSITION_MOCK | DONORFREQUENCY | ALT_FREQ_TOTAL | REF_FREQ_TOTAL | DONORFREQUENCYTOTAL | RECIPIENTALLELE | DONORALLELE | SUBSTITUTION | SNPDIRECTION | SAMPLE_PROJECT | UNIQUEID | RELATIVE_COVERAGE | REFALTFRACTION | SNPPASSQC | BACKGROUND | ADJUSTEDFREQUENCY | RECIPIENTGENOCALL | ERR_FREQ_FIXED | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SAMPLE_NAME | ||||||||||||||||||||||||||||||||||||
| Streck0008-Oct-22-15 | 2141.0 | 248.0 | PS20151022P1 | aIISNP145 | IISNP145 | chr12 | 5021348.0 | G | C | 3900.0 | 3833.0 | 0.504332 | 0.495668 | 7733.0 | 8128.0 | 395.0 | 0.048597 | chr12_5020815_5021938 | 534.0 | 0.495668 | 0.47158 | 0.479823 | 0.47158 | G | C | GC | IISNP145 GC | NaN | Streck0008-Oct-22-15 | 1.550679 | 0.951403 | True | 0.000174 | 0.495494 | Recipient Hetero | 0.544091 |
# !pip install cufflinks
import plotly.plotly as py
import cufflinks as cf
cf.set_config_file(offline=True, world_readable=True, theme='ggplot')
df_bySNP.UNIQUEID.describe()
count 46847 unique 180 top HRZ-6-9-60-Oct-7-15 freq 262 Name: UNIQUEID, dtype: object
# ax = df_bySNP.ERR_FREQ_TOTAL.groupby(df_bySNP.SNP_NAME).mean().nlargest(20)#.plot('barh', figsize=(10,25), )#, grid=True, fc='w', alpha=0.75, ec='b', lw=5)
sns.set_style('ticks')
df_bySNP['ERR_FREQ_FIXED'] = df_bySNP['ERR_FREQ_TOTAL'] + df_bySNP['ADJUSTEDFREQUENCY']
df_bySNP.ERR_FREQ_FIXED.describe()
/Users/jcollins-macbook/anaconda3/lib/python3.6/site-packages/ipykernel_launcher.py:3: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy
count 38067.000000 mean 0.209294 std 0.226733 min -0.001966 25% 0.000354 50% 0.003181 75% 0.468567 max 0.544091 Name: ERR_FREQ_FIXED, dtype: float64
high = df_bySNP.ERR_FREQ_FIXED.groupby(df_bySNP.SNP_NAME).mean().nlargest(50)#.plot('barh', figsize=(10,25), )
high_snps = df_bySNP[df_bySNP.SNP_NAME.isin(high.index)]
high_snps_stats = high_snps.ERR_FREQ_FIXED.groupby(high_snps.SNP_NAME).describe().unstack()#.plot('barh', figsize=(8,30))
# high_snps_stats.drop('count', axis=1).sort_values(by='mean').iplot(by='index', kind='bar', figsize=(25,10), grid=True, logy=True,)
high_snps_stats.loc[:,['max', 'min', 'mean', '25%', '50%', '75%', 'std']].sort_values(by='50%').iplot(
kind='bar', title="AV Blanks - Error frequency stats", theme='ggplot', logy=False, orientation='horizontal', sortbars=True,
)#, figsize=(25,10), grid=True, logy=True,)
/Users/jcollins-macbook/anaconda3/lib/python3.6/site-packages/cufflinks/plotlytools.py:123: FutureWarning: sort is deprecated, use sort_values(inplace=True) for INPLACE sorting
# high_snps
df_bySNP_numeric = df_bySNP.select_dtypes(['float64'])#.columns
df_bySNP_numeric = df_bySNP_numeric.loc[:,['REF_COUNT', 'ALT_COUNT', 'REF_FREQ', 'ALT_FREQ', 'REF_ALT_READS', 'ALL_READS', 'ERR_COUNT', 'ERR_FREQ_TOTAL', 'DONORFREQUENCY', 'ALT_FREQ_TOTAL', 'REF_FREQ_TOTAL', 'DONORFREQUENCYTOTAL', 'RELATIVE_COVERAGE', 'REFALTFRACTION', 'BACKGROUND', 'ADJUSTEDFREQUENCY', 'ERR_FREQ_FIXED']]
df_bySNP_numeric
| REF_COUNT | ALT_COUNT | REF_FREQ | ALT_FREQ | REF_ALT_READS | ALL_READS | ERR_COUNT | ERR_FREQ_TOTAL | DONORFREQUENCY | ALT_FREQ_TOTAL | REF_FREQ_TOTAL | DONORFREQUENCYTOTAL | RELATIVE_COVERAGE | REFALTFRACTION | BACKGROUND | ADJUSTEDFREQUENCY | ERR_FREQ_FIXED | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SAMPLE_NAME | |||||||||||||||||
| HRZ-8-1-60-Oct-1-15 | 4.0 | 12710.0 | 0.000315 | 0.999685 | 12714.0 | 12714.0 | 0.0 | 0.000000 | 0.000315 | 0.999685 | 0.000315 | 0.000315 | 1.505214 | 1.000000 | 0.000165 | 0.000150 | NaN |
| HRZ-8-1-60-Oct-1-15 | 13694.0 | 2.0 | 0.999854 | 0.000146 | 13696.0 | 13697.0 | 1.0 | 0.000073 | 0.000146 | 0.000146 | 0.999781 | 0.000146 | 1.621592 | 0.999927 | 0.001835 | -0.001689 | NaN |
| HRZ-8-1-60-Oct-1-15 | 5545.0 | 5243.0 | 0.513997 | 0.486003 | 10788.0 | 10790.0 | 2.0 | 0.000185 | 0.486003 | 0.485913 | 0.513902 | 0.485913 | 1.277431 | 0.999815 | 0.000165 | 0.485838 | NaN |
| HRZ-8-1-60-Oct-1-15 | 6129.0 | 5884.0 | 0.510197 | 0.489803 | 12013.0 | 12014.0 | 1.0 | 0.000083 | 0.489803 | 0.489762 | 0.510155 | 0.489762 | 1.422341 | 0.999917 | 0.000167 | 0.489636 | NaN |
| HRZ-8-1-60-Oct-1-15 | 4941.0 | 5512.0 | 0.472687 | 0.527313 | 10453.0 | 10460.0 | 7.0 | 0.000669 | 0.472687 | 0.526960 | 0.472371 | 0.472371 | 1.238362 | 0.999331 | 0.000167 | 0.472521 | NaN |
| HRZ-8-1-60-Oct-1-15 | 5220.0 | 5200.0 | 0.500960 | 0.499040 | 10420.0 | 10424.0 | 4.0 | 0.000384 | 0.499040 | 0.498849 | 0.500767 | 0.498849 | 1.234100 | 0.999616 | 0.000167 | 0.498874 | NaN |
| HRZ-8-1-60-Oct-1-15 | 5311.0 | 3129.0 | 0.629265 | 0.370735 | 8440.0 | 8443.0 | 3.0 | 0.000355 | 0.370735 | 0.370603 | 0.629042 | 0.370603 | 0.999569 | 0.999645 | 0.001077 | 0.369658 | NaN |
| HRZ-8-1-60-Oct-1-15 | 6089.0 | 6559.0 | 0.481420 | 0.518580 | 12648.0 | 12651.0 | 3.0 | 0.000237 | 0.481420 | 0.518457 | 0.481306 | 0.481306 | 1.497755 | 0.999763 | 0.000167 | 0.481253 | NaN |
| HRZ-8-1-60-Oct-1-15 | 2500.0 | 2585.0 | 0.491642 | 0.508358 | 5085.0 | 5085.0 | 0.0 | 0.000000 | 0.491642 | 0.508358 | 0.491642 | 0.491642 | 0.602015 | 1.000000 | 0.000167 | 0.491475 | NaN |
| HRZ-8-1-60-Oct-1-15 | 6552.0 | 6.0 | 0.999085 | 0.000915 | 6558.0 | 6561.0 | 3.0 | 0.000457 | 0.000915 | 0.000914 | 0.998628 | 0.000914 | 0.776759 | 0.999543 | 0.001835 | -0.000920 | NaN |
| HRZ-8-1-60-Oct-1-15 | 4770.0 | 1.0 | 0.999790 | 0.000210 | 4771.0 | 4772.0 | 1.0 | 0.000210 | 0.000210 | 0.000210 | 0.999581 | 0.000210 | 0.564958 | 0.999790 | 0.000165 | 0.000045 | NaN |
| HRZ-8-1-60-Oct-1-15 | 6704.0 | 2.0 | 0.999702 | 0.000298 | 6706.0 | 6709.0 | 3.0 | 0.000447 | 0.000298 | 0.000298 | 0.999255 | 0.000298 | 0.794280 | 0.999553 | 0.000167 | 0.000132 | NaN |
| HRZ-8-1-60-Oct-1-15 | 10468.0 | 0.0 | 1.000000 | 0.000000 | 10468.0 | 10468.0 | 0.0 | 0.000000 | 0.000000 | 0.000000 | 1.000000 | 0.000000 | 1.239309 | 1.000000 | 0.000167 | -0.000167 | NaN |
| HRZ-8-1-60-Oct-1-15 | 1881.0 | 1982.0 | 0.486927 | 0.513073 | 3863.0 | 3998.0 | 135.0 | 0.033767 | 0.486927 | 0.495748 | 0.470485 | 0.470485 | 0.473324 | 0.966233 | 0.000165 | 0.486763 | NaN |
| HRZ-8-1-60-Oct-1-15 | 0.0 | 4584.0 | 0.000000 | 1.000000 | 4584.0 | 4586.0 | 2.0 | 0.000436 | 0.000000 | 0.999564 | 0.000000 | 0.000000 | 0.542938 | 0.999564 | 0.000165 | -0.000165 | NaN |
| HRZ-8-1-60-Oct-1-15 | 3414.0 | 3667.0 | 0.482135 | 0.517865 | 7081.0 | 7084.0 | 3.0 | 0.000423 | 0.482135 | 0.517645 | 0.481931 | 0.481931 | 0.838677 | 0.999577 | 0.000165 | 0.481971 | NaN |
| HRZ-8-1-60-Oct-1-15 | 4665.0 | 1.0 | 0.999786 | 0.000214 | 4666.0 | 4670.0 | 4.0 | 0.000857 | 0.000214 | 0.000214 | 0.998929 | 0.000214 | 0.552883 | 0.999143 | 0.000167 | 0.000048 | NaN |
| HRZ-8-1-60-Oct-1-15 | 10510.0 | 0.0 | 1.000000 | 0.000000 | 10510.0 | 10515.0 | 5.0 | 0.000476 | 0.000000 | 0.000000 | 0.999524 | 0.000000 | 1.244874 | 0.999524 | 0.000167 | -0.000167 | NaN |
| HRZ-8-1-60-Oct-1-15 | 11830.0 | 4.0 | 0.999662 | 0.000338 | 11834.0 | 11835.0 | 1.0 | 0.000084 | 0.000338 | 0.000338 | 0.999578 | 0.000338 | 1.401149 | 0.999916 | 0.001818 | -0.001480 | NaN |
| HRZ-8-1-60-Oct-1-15 | 13242.0 | 4.0 | 0.999698 | 0.000302 | 13246.0 | 13248.0 | 2.0 | 0.000151 | 0.000302 | 0.000302 | 0.999547 | 0.000302 | 1.568434 | 0.999849 | 0.000165 | 0.000137 | NaN |
| HRZ-8-1-60-Oct-1-15 | 0.0 | 4743.0 | 0.000000 | 1.000000 | 4743.0 | 4743.0 | 0.0 | 0.000000 | 0.000000 | 1.000000 | 0.000000 | 0.000000 | 0.561525 | 1.000000 | 0.000165 | -0.000165 | NaN |
| HRZ-8-1-60-Oct-1-15 | 5653.0 | 5210.0 | 0.520390 | 0.479610 | 10863.0 | 10867.0 | 4.0 | 0.000368 | 0.479610 | 0.479433 | 0.520199 | 0.479433 | 1.286547 | 0.999632 | 0.000165 | 0.479445 | NaN |
| HRZ-8-1-60-Oct-1-15 | 6.0 | 13964.0 | 0.000429 | 0.999571 | 13970.0 | 13972.0 | 2.0 | 0.000143 | 0.000429 | 0.999427 | 0.000429 | 0.000429 | 1.654149 | 0.999857 | 0.000165 | 0.000265 | NaN |
| HRZ-8-1-8-Oct-1-15 | 13536.0 | 4.0 | 0.999705 | 0.000295 | 13540.0 | 13544.0 | 4.0 | 0.000295 | 0.000295 | 0.000295 | 0.999409 | 0.000295 | 1.910967 | 0.999705 | 0.000267 | 0.000029 | NaN |
| HRZ-8-1-8-Oct-1-15 | 5390.0 | 5015.0 | 0.518020 | 0.481980 | 10405.0 | 10405.0 | 0.0 | 0.000000 | 0.481980 | 0.481980 | 0.518020 | 0.481980 | 1.468075 | 1.000000 | 0.001140 | 0.480840 | NaN |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| AVBlank2-Nov-10-15 | 1225.0 | 863.0 | 0.586686 | 0.413314 | 2088.0 | 2088.0 | 0.0 | 0.000000 | 0.413314 | 0.413314 | 0.586686 | 0.413314 | 0.257100 | 1.000000 | 0.000187 | 0.413127 | NaN |
| AVBlank2-Nov-10-15 | 8.0 | 8182.0 | 0.000977 | 0.999023 | 8190.0 | 8190.0 | 0.0 | 0.000000 | 0.000977 | 0.999023 | 0.000977 | 0.000977 | 1.008452 | 1.000000 | 0.000182 | 0.000795 | NaN |
| AVBlank2-Nov-10-15 | 5092.0 | 10.0 | 0.998040 | 0.001960 | 5102.0 | 5103.0 | 1.0 | 0.000196 | 0.001960 | 0.001960 | 0.997844 | 0.001960 | 0.628343 | 0.999804 | 0.000984 | 0.000976 | NaN |
| AVBlank2-Nov-10-15 | 17359.0 | 6.0 | 0.999654 | 0.000346 | 17365.0 | 17374.0 | 9.0 | 0.000518 | 0.000346 | 0.000345 | 0.999137 | 0.000345 | 2.139297 | 0.999482 | 0.000269 | 0.000077 | NaN |
| AVBlank2-Nov-10-15 | 8611.0 | 7628.0 | 0.530267 | 0.469733 | 16239.0 | 16239.0 | 0.0 | 0.000000 | 0.469733 | 0.469733 | 0.530267 | 0.469733 | 1.999542 | 1.000000 | 0.000984 | 0.468749 | NaN |
| AVBlank2-Nov-10-15 | 8.0 | 12119.0 | 0.000660 | 0.999340 | 12127.0 | 12127.0 | 0.0 | 0.000000 | 0.000660 | 0.999340 | 0.000660 | 0.000660 | 1.493223 | 1.000000 | 0.000187 | 0.000473 | NaN |
| AVBlank2-Nov-10-15 | 11570.0 | 22.0 | 0.998102 | 0.001898 | 11592.0 | 11595.0 | 3.0 | 0.000259 | 0.001898 | 0.001897 | 0.997844 | 0.001897 | 1.427716 | 0.999741 | 0.000984 | 0.000914 | NaN |
| AVBlank2-Nov-10-15 | 11586.0 | 0.0 | 1.000000 | 0.000000 | 11586.0 | 11589.0 | 3.0 | 0.000259 | 0.000000 | 0.000000 | 0.999741 | 0.000000 | 1.426978 | 0.999741 | 0.000182 | -0.000182 | NaN |
| AVBlank2-Nov-10-15 | 639.0 | 807.0 | 0.441909 | 0.558091 | 1446.0 | 1447.0 | 1.0 | 0.000691 | 0.441909 | 0.557706 | 0.441603 | 0.441603 | 0.178172 | 0.999309 | 0.000182 | 0.441727 | NaN |
| AVBlank2-Nov-10-15 | 10219.0 | 18.0 | 0.998242 | 0.001758 | 10237.0 | 10237.0 | 0.0 | 0.000000 | 0.001758 | 0.001758 | 0.998242 | 0.001758 | 1.260503 | 1.000000 | 0.000187 | 0.001571 | NaN |
| AVBlank2-Nov-10-15 | 17665.0 | 2.0 | 0.999887 | 0.000113 | 17667.0 | 17671.0 | 4.0 | 0.000226 | 0.000113 | 0.000113 | 0.999660 | 0.000113 | 2.175867 | 0.999774 | 0.000182 | -0.000069 | NaN |
| AVBlank2-Nov-10-15 | 4.0 | 3500.0 | 0.001142 | 0.998858 | 3504.0 | 3507.0 | 3.0 | 0.000855 | 0.001142 | 0.998004 | 0.001141 | 0.001141 | 0.431824 | 0.999145 | 0.000182 | 0.000960 | NaN |
| AVBlank2-Nov-10-15 | 15633.0 | 34.0 | 0.997830 | 0.002170 | 15667.0 | 15674.0 | 7.0 | 0.000447 | 0.002170 | 0.002169 | 0.997384 | 0.002169 | 1.929972 | 0.999553 | 0.000182 | 0.001988 | NaN |
| AVBlank2-Nov-10-15 | 7279.0 | 16.0 | 0.997807 | 0.002193 | 7295.0 | 7295.0 | 0.0 | 0.000000 | 0.002193 | 0.002193 | 0.997807 | 0.002193 | 0.898248 | 1.000000 | 0.000987 | 0.001206 | NaN |
| AVBlank2-Nov-10-15 | 0.0 | 6956.0 | 0.000000 | 1.000000 | 6956.0 | 6958.0 | 2.0 | 0.000287 | 0.000000 | 0.999713 | 0.000000 | 0.000000 | 0.856753 | 0.999713 | 0.000187 | -0.000187 | NaN |
| AVBlank2-Nov-10-15 | 4.0 | 2.0 | 0.666667 | 0.333333 | 6.0 | 6.0 | 0.0 | 0.000000 | 0.333333 | 0.333333 | 0.666667 | 0.333333 | 0.000739 | 1.000000 | NaN | NaN | NaN |
| AVBlank2-Nov-10-15 | 5263.0 | 4317.0 | 0.549374 | 0.450626 | 9580.0 | 9581.0 | 1.0 | 0.000104 | 0.450626 | 0.450579 | 0.549316 | 0.450579 | 1.179728 | 0.999896 | 0.000182 | 0.450444 | NaN |
| AVBlank2-Nov-10-15 | 4538.0 | 4730.0 | 0.489642 | 0.510358 | 9268.0 | 9272.0 | 4.0 | 0.000431 | 0.489642 | 0.510138 | 0.489431 | 0.489431 | 1.141681 | 0.999569 | 0.000182 | 0.489460 | NaN |
| AVBlank2-Nov-10-15 | 2227.0 | 4.0 | 0.998207 | 0.001793 | 2231.0 | 2231.0 | 0.0 | 0.000000 | 0.001793 | 0.001793 | 0.998207 | 0.001793 | 0.274708 | 1.000000 | 0.000187 | 0.001606 | NaN |
| AVBlank2-Nov-10-15 | 9.0 | 10227.0 | 0.000879 | 0.999121 | 10236.0 | 10238.0 | 2.0 | 0.000195 | 0.000879 | 0.998926 | 0.000879 | 0.000879 | 1.260626 | 0.999805 | 0.000987 | -0.000108 | NaN |
| AVBlank2-Nov-10-15 | 2.0 | 13616.0 | 0.000147 | 0.999853 | 13618.0 | 13622.0 | 4.0 | 0.000294 | 0.000147 | 0.999560 | 0.000147 | 0.000147 | 1.677305 | 0.999706 | 0.000182 | -0.000035 | NaN |
| AVBlank2-Nov-10-15 | 7505.0 | 2.0 | 0.999734 | 0.000266 | 7507.0 | 7511.0 | 4.0 | 0.000533 | 0.000266 | 0.000266 | 0.999201 | 0.000266 | 0.924845 | 0.999467 | 0.000182 | 0.000084 | NaN |
| AVBlank2-Nov-10-15 | 7889.0 | 0.0 | 1.000000 | 0.000000 | 7889.0 | 7912.0 | 23.0 | 0.002907 | 0.000000 | 0.000000 | 0.997093 | 0.000000 | 0.974221 | 0.997093 | 0.000187 | -0.000187 | NaN |
| AVBlank2-Nov-10-15 | 2952.0 | 3045.0 | 0.492246 | 0.507754 | 5997.0 | 6006.0 | 9.0 | 0.001499 | 0.492246 | 0.506993 | 0.491508 | 0.491508 | 0.739531 | 0.998501 | 0.000187 | 0.492059 | NaN |
| AVBlank2-Nov-10-15 | 12231.0 | 15.0 | 0.998775 | 0.001225 | 12246.0 | 12246.0 | 0.0 | 0.000000 | 0.001225 | 0.001225 | 0.998775 | 0.001225 | 1.507875 | 1.000000 | 0.000182 | 0.001043 | NaN |
46847 rows × 17 columns
df_bySNP_numeric.sort_index(inplace=True, axis=1)
AV_SNP_stats = df_bySNP_numeric.groupby(df_bySNP['SNP_NAME']).describe().unstack()
AV_SNP_stats
| ADJUSTEDFREQUENCY | ALL_READS | ALT_COUNT | ALT_FREQ | ALT_FREQ_TOTAL | BACKGROUND | DONORFREQUENCY | DONORFREQUENCYTOTAL | ERR_COUNT | ERR_FREQ_FIXED | ERR_FREQ_TOTAL | REFALTFRACTION | REF_ALT_READS | REF_COUNT | REF_FREQ | REF_FREQ_TOTAL | RELATIVE_COVERAGE | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | |
| SNP_NAME | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| IISNP1 | 160.0 | 0.131740 | 0.201029 | -0.000228 | -0.000155 | 0.000303 | 0.353112 | 0.499579 | 180.0 | 3595.772222 | 1375.354458 | 1136.0 | 2685.00 | 3553.5 | 4373.25 | 12089.0 | 180.0 | 2822.655556 | 1628.832122 | 0.0 | 1733.75 | 2556.5 | 3857.25 | 12052.0 | 180.0 | 0.792703 | 0.300662 | 0.000000 | 0.502526 | 0.999424 | 1.000000 | 1.000000 | 180.0 | 0.792463 | 0.300575 | 0.000000 | 0.502526 | 0.999158 | 0.999710 | 1.000000 | 160.0 | 0.000182 | 0.000019 | 0.000144 | 0.000167 | 0.000181 | 0.000194 | 0.000235 | 180.0 | 0.133104 | 0.202945 | 0.000000 | 0.000000 | 0.000466 | 0.361941 | 0.499751 | 180.0 | 0.133063 | 0.202885 | 0.000000 | 0.000000 | 0.000466 | 0.361793 | 0.499751 | 180.0 | 1.033333 | 1.931509 | 0.0 | 0.00 | 0.0 | 1.00 | 13.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000300 | 0.000625 | 0.000000 | 0.000000 | 0.000000 | 0.000383 | 0.005100 | 180.0 | 0.999700 | 0.000625 | 0.994900 | 0.999617 | 1.000000 | 1.000000 | 1.000000 | 180.0 | 3594.738889 | 1375.091129 | 1136.0 | 2685.00 | 3553.5 | 4372.00 | 12087.0 | 180.0 | 772.083333 | 1204.692134 | 0.0 | 0.00 | 2.0 | 1525.25 | 5147.0 | 180.0 | 0.207297 | 0.300662 | 0.000000 | 0.000000 | 0.000576 | 0.497474 | 1.000000 | 180.0 | 0.207237 | 0.300579 | 0.000000 | 0.000000 | 0.000576 | 0.497474 | 1.000000 | 180.0 | 0.488795 | 0.149135 | 0.201477 | 0.390143 | 0.482366 | 0.573925 | 1.375175 |
| IISNP10 | 53.0 | 0.251690 | 0.240454 | -0.000379 | -0.000321 | 0.445130 | 0.480009 | 0.498052 | 180.0 | 1009.005556 | 759.032260 | 26.0 | 526.00 | 761.5 | 1233.25 | 4153.0 | 180.0 | 280.238889 | 398.630510 | 0.0 | 0.00 | 95.0 | 424.25 | 2203.0 | 180.0 | 0.284186 | 0.300977 | 0.000000 | 0.000000 | 0.359272 | 0.502253 | 1.000000 | 180.0 | 0.284094 | 0.300881 | 0.000000 | 0.000000 | 0.359272 | 0.502100 | 1.000000 | 53.0 | 0.000336 | 0.000036 | 0.000236 | 0.000317 | 0.000332 | 0.000349 | 0.000435 | 180.0 | 0.208757 | 0.228312 | 0.000000 | 0.000000 | 0.003038 | 0.466164 | 0.498994 | 180.0 | 0.208687 | 0.228231 | 0.000000 | 0.000000 | 0.003033 | 0.465101 | 0.498994 | 180.0 | 0.400000 | 1.054917 | 0.0 | 0.00 | 0.0 | 0.00 | 8.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000366 | 0.001044 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.008475 | 180.0 | 0.999634 | 0.001044 | 0.991525 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 180.0 | 1008.605556 | 758.735279 | 26.0 | 526.00 | 761.5 | 1233.00 | 4153.0 | 180.0 | 728.366667 | 638.123374 | 0.0 | 311.25 | 553.0 | 973.25 | 3734.0 | 180.0 | 0.715814 | 0.300977 | 0.000000 | 0.497747 | 0.640728 | 1.000000 | 1.000000 | 180.0 | 0.715540 | 0.300842 | 0.000000 | 0.497594 | 0.640728 | 0.999611 | 1.000000 | 180.0 | 0.137662 | 0.098490 | 0.005890 | 0.074357 | 0.103696 | 0.174699 | 0.534824 |
| IISNP100 | 160.0 | 0.262789 | 0.241652 | -0.000216 | -0.000026 | 0.464466 | 0.486461 | 0.499607 | 180.0 | 5093.600000 | 1388.917876 | 1573.0 | 4141.25 | 4993.5 | 5709.50 | 9906.0 | 180.0 | 1738.822222 | 1530.142653 | 0.0 | 1.00 | 2049.0 | 2760.75 | 5467.0 | 180.0 | 0.349730 | 0.296289 | 0.000000 | 0.000193 | 0.488292 | 0.515357 | 1.000000 | 180.0 | 0.349629 | 0.296207 | 0.000000 | 0.000193 | 0.488292 | 0.515186 | 1.000000 | 160.0 | 0.000181 | 0.000018 | 0.000144 | 0.000166 | 0.000180 | 0.000193 | 0.000235 | 180.0 | 0.271129 | 0.240459 | 0.000000 | 0.000184 | 0.466634 | 0.486767 | 0.499807 | 180.0 | 0.271050 | 0.240389 | 0.000000 | 0.000184 | 0.466366 | 0.486628 | 0.499615 | 180.0 | 1.466667 | 1.779461 | 0.0 | 0.00 | 1.0 | 2.00 | 14.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000282 | 0.000325 | 0.000000 | 0.000000 | 0.000230 | 0.000412 | 0.002644 | 180.0 | 0.999718 | 0.000325 | 0.997356 | 0.999588 | 0.999770 | 1.000000 | 1.000000 | 180.0 | 5092.133333 | 1388.351216 | 1571.0 | 4139.50 | 4993.0 | 5706.75 | 9906.0 | 180.0 | 3353.311111 | 1778.830183 | 0.0 | 2144.00 | 2865.5 | 4712.75 | 8266.0 | 180.0 | 0.650270 | 0.296289 | 0.000000 | 0.484643 | 0.511708 | 0.999807 | 1.000000 | 180.0 | 0.650089 | 0.296214 | 0.000000 | 0.484533 | 0.511708 | 0.999560 | 1.000000 | 180.0 | 0.695763 | 0.115497 | 0.262213 | 0.626391 | 0.684805 | 0.770081 | 0.954757 |
| IISNP101 | 159.0 | 0.223176 | 0.219114 | -0.000207 | -0.000039 | 0.301633 | 0.442615 | 0.499027 | 180.0 | 9205.144444 | 4186.200216 | 138.0 | 6350.75 | 8153.0 | 11545.50 | 22461.0 | 180.0 | 3854.461111 | 3866.347231 | 0.0 | 3.00 | 3704.5 | 5596.75 | 18944.0 | 180.0 | 0.409406 | 0.330555 | 0.000000 | 0.000341 | 0.519460 | 0.577214 | 1.000000 | 180.0 | 0.409234 | 0.330435 | 0.000000 | 0.000341 | 0.519179 | 0.577024 | 1.000000 | 159.0 | 0.000180 | 0.000018 | 0.000144 | 0.000165 | 0.000179 | 0.000193 | 0.000228 | 180.0 | 0.238929 | 0.221316 | 0.000000 | 0.000160 | 0.311601 | 0.453455 | 0.500000 | 180.0 | 0.238817 | 0.221210 | 0.000000 | 0.000160 | 0.311532 | 0.452763 | 0.499925 | 180.0 | 4.683333 | 4.771277 | 0.0 | 1.00 | 3.0 | 6.25 | 27.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000492 | 0.000418 | 0.000000 | 0.000182 | 0.000385 | 0.000712 | 0.002224 | 180.0 | 0.999508 | 0.000418 | 0.997776 | 0.999288 | 0.999615 | 0.999818 | 1.000000 | 180.0 | 9200.461111 | 4183.971408 | 138.0 | 6349.50 | 8150.5 | 11537.25 | 22460.0 | 180.0 | 5346.000000 | 3978.231859 | 0.0 | 2944.75 | 4464.5 | 6949.50 | 18602.0 | 180.0 | 0.590594 | 0.330555 | 0.000000 | 0.422786 | 0.480540 | 0.999659 | 1.000000 | 180.0 | 0.590274 | 0.330345 | 0.000000 | 0.422646 | 0.480291 | 0.998979 | 1.000000 | 180.0 | 1.230206 | 0.415430 | 0.020206 | 0.935237 | 1.184647 | 1.453349 | 2.800127 |
| IISNP102 | 154.0 | 0.307819 | 0.233596 | -0.000220 | 0.000208 | 0.476467 | 0.489669 | 0.499281 | 180.0 | 11814.683333 | 2747.959199 | 4770.0 | 9740.75 | 11796.0 | 13685.25 | 17589.0 | 180.0 | 7065.794444 | 3572.885030 | 1.0 | 5029.25 | 6327.5 | 8604.75 | 16611.0 | 180.0 | 0.619883 | 0.279085 | 0.000111 | 0.494869 | 0.514725 | 0.999421 | 1.000000 | 180.0 | 0.602202 | 0.271028 | 0.000111 | 0.491056 | 0.513230 | 0.998947 | 1.000000 | 154.0 | 0.000181 | 0.000019 | 0.000144 | 0.000167 | 0.000182 | 0.000192 | 0.000235 | 180.0 | 0.305934 | 0.233386 | 0.000000 | 0.000437 | 0.474149 | 0.487590 | 0.499425 | 180.0 | 0.305790 | 0.233307 | 0.000000 | 0.000408 | 0.473624 | 0.487493 | 0.499141 | 180.0 | 232.944444 | 1253.389642 | 0.0 | 1.00 | 3.0 | 6.00 | 9089.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.017853 | 0.094499 | 0.000000 | 0.000091 | 0.000260 | 0.000504 | 0.542402 | 180.0 | 0.982147 | 0.094499 | 0.457598 | 0.999496 | 0.999740 | 0.999909 | 1.000000 | 180.0 | 11581.738889 | 2887.734045 | 4645.0 | 9348.75 | 11617.0 | 13574.75 | 17571.0 | 180.0 | 4515.944444 | 3499.967433 | 0.0 | 7.00 | 5100.5 | 6694.50 | 14474.0 | 180.0 | 0.380117 | 0.279085 | 0.000000 | 0.000579 | 0.485275 | 0.505131 | 0.999889 | 180.0 | 0.379946 | 0.278998 | 0.000000 | 0.000549 | 0.484990 | 0.505064 | 0.999492 | 180.0 | 1.615908 | 0.202820 | 1.045401 | 1.489849 | 1.599965 | 1.735257 | 2.248545 |
| IISNP103 | 160.0 | 0.233118 | 0.242007 | -0.000200 | 0.000436 | 0.004063 | 0.488260 | 0.499552 | 180.0 | 8170.227778 | 2210.992971 | 2749.0 | 6592.50 | 8135.5 | 9521.25 | 15863.0 | 180.0 | 4465.600000 | 3230.227200 | 0.0 | 2408.50 | 4509.0 | 6561.75 | 12387.0 | 180.0 | 0.540417 | 0.357612 | 0.000000 | 0.462053 | 0.503474 | 0.996258 | 1.000000 | 180.0 | 0.540295 | 0.357534 | 0.000000 | 0.462011 | 0.503331 | 0.996188 | 1.000000 | 160.0 | 0.000180 | 0.000018 | 0.000143 | 0.000165 | 0.000181 | 0.000192 | 0.000235 | 180.0 | 0.233912 | 0.241518 | 0.000000 | 0.000612 | 0.004510 | 0.487815 | 0.499743 | 180.0 | 0.233858 | 0.241462 | 0.000000 | 0.000612 | 0.004508 | 0.487687 | 0.499743 | 180.0 | 1.755556 | 2.134113 | 0.0 | 0.00 | 1.0 | 2.00 | 17.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000214 | 0.000242 | 0.000000 | 0.000000 | 0.000139 | 0.000294 | 0.001553 | 180.0 | 0.999786 | 0.000242 | 0.998447 | 0.999706 | 0.999861 | 1.000000 | 1.000000 | 180.0 | 8168.472222 | 2210.405098 | 2749.0 | 6591.25 | 8135.0 | 9520.25 | 15860.0 | 180.0 | 3702.872222 | 3075.644855 | 0.0 | 31.75 | 3669.0 | 5470.25 | 11512.0 | 180.0 | 0.459583 | 0.357612 | 0.000000 | 0.003742 | 0.496526 | 0.537947 | 1.000000 | 180.0 | 0.459490 | 0.357551 | 0.000000 | 0.003742 | 0.496395 | 0.537899 | 1.000000 | 180.0 | 1.123931 | 0.240229 | 0.541998 | 0.966096 | 1.114628 | 1.288552 | 1.742996 |
| IISNP104 | 160.0 | 0.215182 | 0.230983 | -0.000216 | -0.000034 | 0.001103 | 0.468360 | 0.499004 | 180.0 | 5412.938889 | 2462.062548 | 1124.0 | 3532.50 | 5224.5 | 7016.00 | 12103.0 | 180.0 | 2046.061111 | 2315.334828 | 0.0 | 2.00 | 1556.0 | 3311.50 | 10845.0 | 180.0 | 0.366227 | 0.348548 | 0.000000 | 0.000317 | 0.448536 | 0.514749 | 1.000000 | 180.0 | 0.366190 | 0.348512 | 0.000000 | 0.000317 | 0.448536 | 0.514749 | 1.000000 | 160.0 | 0.000182 | 0.000019 | 0.000144 | 0.000167 | 0.000181 | 0.000196 | 0.000235 | 180.0 | 0.206199 | 0.229520 | 0.000000 | 0.000000 | 0.001040 | 0.466219 | 0.499216 | 180.0 | 0.206179 | 0.229498 | 0.000000 | 0.000000 | 0.001040 | 0.466219 | 0.499216 | 180.0 | 0.777778 | 1.964932 | 0.0 | 0.00 | 0.0 | 1.00 | 20.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000149 | 0.000389 | 0.000000 | 0.000000 | 0.000000 | 0.000160 | 0.003561 | 180.0 | 0.999851 | 0.000389 | 0.996439 | 0.999840 | 1.000000 | 1.000000 | 1.000000 | 180.0 | 5412.161111 | 2461.813056 | 1124.0 | 3532.50 | 5224.5 | 7016.00 | 12103.0 | 180.0 | 3366.100000 | 2508.636457 | 0.0 | 1601.75 | 3071.0 | 4854.25 | 12097.0 | 180.0 | 0.633773 | 0.348548 | 0.000000 | 0.485251 | 0.551464 | 0.999683 | 1.000000 | 180.0 | 0.633662 | 0.348464 | 0.000000 | 0.485251 | 0.551464 | 0.999432 | 1.000000 | 180.0 | 0.747092 | 0.320297 | 0.204758 | 0.475692 | 0.715003 | 1.016219 | 1.587612 |
| IISNP105 | 147.0 | 0.238100 | 0.228841 | -0.000220 | -0.000027 | 0.321422 | 0.476655 | 0.499426 | 180.0 | 5940.944444 | 3953.390391 | 295.0 | 2864.50 | 5066.5 | 8534.50 | 18517.0 | 180.0 | 2059.961111 | 2792.138674 | 0.0 | 0.00 | 811.0 | 3634.00 | 14868.0 | 180.0 | 0.327925 | 0.322795 | 0.000000 | 0.000000 | 0.494270 | 0.531233 | 1.000000 | 180.0 | 0.327816 | 0.322673 | 0.000000 | 0.000000 | 0.494174 | 0.531113 | 1.000000 | 147.0 | 0.000179 | 0.000018 | 0.000144 | 0.000165 | 0.000180 | 0.000191 | 0.000220 | 180.0 | 0.215107 | 0.228810 | 0.000000 | 0.000000 | 0.001651 | 0.472845 | 0.499603 | 180.0 | 0.215044 | 0.228746 | 0.000000 | 0.000000 | 0.001648 | 0.472809 | 0.499107 | 180.0 | 2.144444 | 3.112638 | 0.0 | 0.00 | 1.0 | 3.00 | 27.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000364 | 0.000541 | 0.000000 | 0.000000 | 0.000201 | 0.000520 | 0.003384 | 180.0 | 0.999636 | 0.000541 | 0.996616 | 0.999480 | 0.999799 | 1.000000 | 1.000000 | 180.0 | 5938.800000 | 3951.778520 | 295.0 | 2861.75 | 5066.5 | 8530.75 | 18507.0 | 180.0 | 3878.838889 | 3435.513672 | 0.0 | 1386.75 | 3002.0 | 5142.75 | 16645.0 | 180.0 | 0.672075 | 0.322795 | 0.000000 | 0.468767 | 0.505730 | 1.000000 | 1.000000 | 180.0 | 0.671820 | 0.322642 | 0.000000 | 0.468670 | 0.505632 | 0.999596 | 1.000000 | 180.0 | 0.769495 | 0.432168 | 0.061647 | 0.435917 | 0.735755 | 1.073280 | 1.828168 |
| IISNP106 | 160.0 | 0.237125 | 0.223951 | -0.000202 | 0.000294 | 0.317091 | 0.478227 | 0.498721 | 180.0 | 9447.544444 | 2762.565398 | 3461.0 | 7353.50 | 9366.0 | 11436.75 | 16873.0 | 180.0 | 6857.766667 | 3519.119595 | 0.0 | 4561.75 | 6229.0 | 9021.50 | 16835.0 | 180.0 | 0.720753 | 0.282089 | 0.000000 | 0.502819 | 0.674514 | 0.999590 | 1.000000 | 180.0 | 0.720216 | 0.281828 | 0.000000 | 0.502312 | 0.674322 | 0.998739 | 0.999860 | 160.0 | 0.000178 | 0.000017 | 0.000144 | 0.000164 | 0.000178 | 0.000190 | 0.000219 | 180.0 | 0.221369 | 0.224744 | 0.000000 | 0.000381 | 0.294231 | 0.476127 | 0.498938 | 180.0 | 0.221229 | 0.224599 | 0.000000 | 0.000380 | 0.294051 | 0.475870 | 0.498899 | 180.0 | 6.944444 | 6.122330 | 0.0 | 3.00 | 6.0 | 9.00 | 37.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000701 | 0.000519 | 0.000000 | 0.000329 | 0.000613 | 0.000884 | 0.002561 | 180.0 | 0.999299 | 0.000519 | 0.997439 | 0.999116 | 0.999387 | 0.999671 | 1.000000 | 180.0 | 9440.600000 | 2759.396745 | 3459.0 | 7351.50 | 9364.5 | 11430.75 | 16837.0 | 180.0 | 2582.833333 | 2793.560453 | 0.0 | 4.00 | 2452.0 | 4731.50 | 12946.0 | 180.0 | 0.279247 | 0.282089 | 0.000000 | 0.000410 | 0.325486 | 0.497181 | 1.000000 | 180.0 | 0.279083 | 0.281941 | 0.000000 | 0.000410 | 0.325394 | 0.496679 | 0.999614 | 180.0 | 1.275795 | 0.187309 | 0.567019 | 1.172218 | 1.276793 | 1.393841 | 1.742488 |
| IISNP107 | 134.0 | 0.299548 | 0.224557 | -0.000228 | 0.000010 | 0.453292 | 0.484855 | 0.499534 | 180.0 | 2311.683333 | 1236.585850 | 349.0 | 1310.50 | 2149.5 | 2955.25 | 5765.0 | 180.0 | 1511.266667 | 1131.660744 | 0.0 | 785.25 | 1243.5 | 1928.00 | 5443.0 | 180.0 | 0.641926 | 0.247946 | 0.000000 | 0.496870 | 0.530238 | 0.999081 | 1.000000 | 180.0 | 0.641568 | 0.247881 | 0.000000 | 0.496463 | 0.530092 | 0.997723 | 1.000000 | 134.0 | 0.000182 | 0.000019 | 0.000144 | 0.000167 | 0.000182 | 0.000197 | 0.000228 | 180.0 | 0.313749 | 0.216447 | 0.000000 | 0.000687 | 0.454880 | 0.484248 | 0.500000 | 180.0 | 0.313538 | 0.216295 | 0.000000 | 0.000687 | 0.454802 | 0.484248 | 0.500000 | 180.0 | 1.438889 | 1.756596 | 0.0 | 0.00 | 1.0 | 2.00 | 8.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000631 | 0.000802 | 0.000000 | 0.000000 | 0.000382 | 0.001042 | 0.004090 | 180.0 | 0.999369 | 0.000802 | 0.995910 | 0.998958 | 0.999618 | 1.000000 | 1.000000 | 180.0 | 2310.244444 | 1235.931931 | 349.0 | 1310.00 | 2148.0 | 2953.75 | 5759.0 | 180.0 | 798.977778 | 717.649460 | 0.0 | 2.00 | 777.5 | 1266.25 | 2966.0 | 180.0 | 0.358074 | 0.247946 | 0.000000 | 0.000919 | 0.469762 | 0.503130 | 1.000000 | 180.0 | 0.357802 | 0.247693 | 0.000000 | 0.000919 | 0.469606 | 0.502781 | 1.000000 | 180.0 | 0.306825 | 0.135149 | 0.072931 | 0.207270 | 0.291607 | 0.421432 | 0.642582 |
| IISNP108 | 9.0 | 0.154831 | 0.232613 | -0.000192 | -0.000175 | -0.000161 | 0.435719 | 0.485223 | 180.0 | 1327.172222 | 1346.892632 | 26.0 | 359.00 | 904.0 | 1800.00 | 7102.0 | 180.0 | 382.238889 | 538.664305 | 0.0 | 1.00 | 167.5 | 499.50 | 3067.0 | 180.0 | 0.398192 | 0.297156 | 0.000000 | 0.001389 | 0.487255 | 0.517125 | 1.000000 | 180.0 | 0.314189 | 0.276913 | 0.000000 | 0.000757 | 0.342457 | 0.374525 | 1.000000 | 9.0 | 0.000180 | 0.000019 | 0.000160 | 0.000162 | 0.000175 | 0.000192 | 0.000209 | 180.0 | 0.287773 | 0.231155 | 0.000000 | 0.000000 | 0.453526 | 0.483440 | 0.500000 | 180.0 | 0.207756 | 0.168809 | 0.000000 | 0.000000 | 0.315843 | 0.345648 | 0.484594 | 180.0 | 405.283333 | 510.829376 | 0.0 | 75.75 | 210.0 | 545.50 | 3350.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.291172 | 0.138506 | 0.000000 | 0.274415 | 0.300143 | 0.422748 | 0.485030 | 180.0 | 0.708828 | 0.138506 | 0.514970 | 0.577252 | 0.699857 | 0.725585 | 1.000000 | 180.0 | 921.888889 | 911.255251 | 23.0 | 263.75 | 589.5 | 1293.75 | 4190.0 | 180.0 | 539.650000 | 604.052455 | 0.0 | 109.75 | 326.0 | 806.75 | 3751.0 | 180.0 | 0.601808 | 0.297156 | 0.000000 | 0.482875 | 0.512745 | 0.998611 | 1.000000 | 180.0 | 0.394639 | 0.177056 | 0.000000 | 0.346384 | 0.363728 | 0.531840 | 0.971209 | 180.0 | 0.172999 | 0.164543 | 0.005460 | 0.051996 | 0.124346 | 0.233318 | 0.840808 |
| IISNP109 | 160.0 | 0.154673 | 0.223555 | -0.000228 | -0.000014 | 0.000327 | 0.467209 | 0.499343 | 180.0 | 9437.022222 | 3189.843797 | 2908.0 | 7429.75 | 9140.0 | 11050.25 | 19909.0 | 180.0 | 2285.850000 | 3204.548490 | 0.0 | 2.00 | 4.5 | 4438.50 | 16248.0 | 180.0 | 0.246732 | 0.325469 | 0.000000 | 0.000173 | 0.000513 | 0.507491 | 1.000000 | 180.0 | 0.246660 | 0.325384 | 0.000000 | 0.000173 | 0.000512 | 0.507475 | 0.999902 | 160.0 | 0.000181 | 0.000019 | 0.000144 | 0.000166 | 0.000180 | 0.000195 | 0.000235 | 180.0 | 0.153593 | 0.223081 | 0.000000 | 0.000162 | 0.000453 | 0.467380 | 0.499541 | 180.0 | 0.153543 | 0.223008 | 0.000000 | 0.000162 | 0.000453 | 0.467305 | 0.499312 | 180.0 | 3.427778 | 5.145949 | 0.0 | 0.00 | 2.0 | 4.00 | 38.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000351 | 0.000477 | 0.000000 | 0.000000 | 0.000232 | 0.000514 | 0.003342 | 180.0 | 0.999649 | 0.000477 | 0.996658 | 0.999486 | 0.999768 | 1.000000 | 1.000000 | 180.0 | 9433.594444 | 3188.238987 | 2906.0 | 7428.00 | 9137.0 | 11047.25 | 19890.0 | 180.0 | 7147.744444 | 4107.915526 | 0.0 | 4499.50 | 6744.0 | 9800.75 | 19888.0 | 180.0 | 0.753268 | 0.325469 | 0.000000 | 0.492509 | 0.999487 | 0.999827 | 1.000000 | 180.0 | 0.752988 | 0.325337 | 0.000000 | 0.492493 | 0.998909 | 0.999569 | 1.000000 | 180.0 | 1.273580 | 0.272004 | 0.696537 | 1.125050 | 1.272578 | 1.412471 | 2.154478 |
| IISNP11 | 160.0 | 0.353841 | 0.202656 | -0.000288 | 0.366236 | 0.461146 | 0.482656 | 0.499608 | 180.0 | 9255.933333 | 3241.901390 | 2378.0 | 6706.75 | 9091.5 | 11623.50 | 21340.0 | 180.0 | 3975.122222 | 2559.271886 | 0.0 | 2446.25 | 4126.5 | 5703.25 | 13073.0 | 180.0 | 0.438361 | 0.227728 | 0.000000 | 0.469326 | 0.508612 | 0.537710 | 0.999584 | 180.0 | 0.438230 | 0.227680 | 0.000000 | 0.469088 | 0.508458 | 0.537675 | 0.999584 | 160.0 | 0.000333 | 0.000151 | 0.000132 | 0.000177 | 0.000384 | 0.000464 | 0.000634 | 180.0 | 0.366845 | 0.194554 | 0.000000 | 0.411407 | 0.463635 | 0.482935 | 0.499915 | 180.0 | 0.366726 | 0.194490 | 0.000000 | 0.411189 | 0.463530 | 0.482863 | 0.499746 | 180.0 | 3.383333 | 4.635634 | 0.0 | 0.00 | 2.0 | 4.00 | 29.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000360 | 0.000474 | 0.000000 | 0.000000 | 0.000219 | 0.000496 | 0.002338 | 180.0 | 0.999640 | 0.000474 | 0.997662 | 0.999504 | 0.999781 | 1.000000 | 1.000000 | 180.0 | 9252.550000 | 3240.552614 | 2378.0 | 6698.75 | 9090.0 | 11619.00 | 21337.0 | 180.0 | 5277.427778 | 3114.155545 | 3.0 | 3315.75 | 4718.0 | 6202.50 | 18030.0 | 180.0 | 0.561639 | 0.227728 | 0.000416 | 0.462290 | 0.491388 | 0.530674 | 1.000000 | 180.0 | 0.561411 | 0.227564 | 0.000416 | 0.462261 | 0.491157 | 0.530405 | 0.999914 | 180.0 | 1.247338 | 0.305772 | 0.608462 | 1.025405 | 1.274052 | 1.440906 | 2.427515 |
| IISNP110 | 160.0 | 0.224297 | 0.142993 | -0.000197 | 0.123057 | 0.180578 | 0.366186 | 0.468218 | 180.0 | 8333.394444 | 1816.263060 | 2651.0 | 7138.00 | 8543.5 | 9516.50 | 11862.0 | 180.0 | 3653.088889 | 2758.969952 | 496.0 | 1232.00 | 2428.5 | 5708.25 | 10926.0 | 180.0 | 0.437648 | 0.309234 | 0.087915 | 0.148591 | 0.286785 | 0.638655 | 1.000000 | 180.0 | 0.437558 | 0.309167 | 0.087884 | 0.148565 | 0.286691 | 0.638631 | 1.000000 | 160.0 | 0.000179 | 0.000018 | 0.000145 | 0.000165 | 0.000178 | 0.000191 | 0.000235 | 180.0 | 0.216521 | 0.136843 | 0.000000 | 0.129422 | 0.172281 | 0.359865 | 0.468404 | 180.0 | 0.216477 | 0.136812 | 0.000000 | 0.129419 | 0.172251 | 0.359823 | 0.468360 | 180.0 | 1.650000 | 1.832283 | 0.0 | 0.00 | 1.0 | 2.00 | 12.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000198 | 0.000214 | 0.000000 | 0.000000 | 0.000137 | 0.000281 | 0.001264 | 180.0 | 0.999802 | 0.000214 | 0.998736 | 0.999719 | 0.999863 | 1.000000 | 1.000000 | 180.0 | 8331.744444 | 1815.946749 | 2651.0 | 7137.75 | 8540.5 | 9516.25 | 11860.0 | 180.0 | 4678.655556 | 2795.183702 | 0.0 | 2825.00 | 4373.5 | 7034.75 | 10114.0 | 180.0 | 0.562352 | 0.309234 | 0.000000 | 0.361345 | 0.713215 | 0.851409 | 0.912085 | 180.0 | 0.562244 | 0.309180 | 0.000000 | 0.361332 | 0.712981 | 0.851170 | 0.911771 | 180.0 | 1.148689 | 0.194060 | 0.522676 | 1.020648 | 1.117630 | 1.281325 | 1.672398 |
| IISNP111 | 160.0 | 0.126563 | 0.211624 | -0.000202 | 0.000414 | 0.000995 | 0.439632 | 0.499187 | 180.0 | 9532.277778 | 2525.282163 | 3373.0 | 7866.75 | 9702.5 | 11076.75 | 16299.0 | 180.0 | 3936.405556 | 4088.812721 | 1.0 | 9.00 | 3666.0 | 6897.25 | 13976.0 | 180.0 | 0.418369 | 0.414248 | 0.000127 | 0.001062 | 0.494139 | 0.997692 | 1.000000 | 180.0 | 0.418092 | 0.414030 | 0.000127 | 0.001061 | 0.493804 | 0.997146 | 0.999806 | 160.0 | 0.000180 | 0.000018 | 0.000143 | 0.000166 | 0.000180 | 0.000192 | 0.000228 | 180.0 | 0.139084 | 0.217517 | 0.000000 | 0.000619 | 0.001224 | 0.451048 | 0.499359 | 180.0 | 0.138948 | 0.217306 | 0.000000 | 0.000619 | 0.001223 | 0.450920 | 0.499040 | 180.0 | 10.950000 | 11.078831 | 0.0 | 4.00 | 9.0 | 13.00 | 89.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.001141 | 0.001091 | 0.000000 | 0.000457 | 0.000987 | 0.001429 | 0.006441 | 180.0 | 0.998859 | 0.001091 | 0.993559 | 0.998571 | 0.999013 | 0.999543 | 1.000000 | 180.0 | 9521.327778 | 2522.402235 | 3371.0 | 7852.25 | 9693.5 | 11061.25 | 16288.0 | 180.0 | 5584.922222 | 4260.466849 | 0.0 | 21.00 | 5723.5 | 9074.50 | 15745.0 | 180.0 | 0.581631 | 0.414248 | 0.000000 | 0.002308 | 0.505861 | 0.998938 | 0.999873 | 180.0 | 0.580767 | 0.413545 | 0.000000 | 0.002301 | 0.505519 | 0.997718 | 0.999356 | 180.0 | 1.303991 | 0.249423 | 0.691246 | 1.170493 | 1.302924 | 1.434603 | 2.371870 |
| IISNP112 | 155.0 | 0.240413 | 0.239846 | -0.000220 | -0.000154 | 0.427726 | 0.480977 | 0.499477 | 180.0 | 5789.894444 | 2608.553514 | 2008.0 | 4167.50 | 5143.0 | 6612.00 | 17775.0 | 180.0 | 2817.255556 | 2404.026513 | 0.0 | 1509.75 | 2489.5 | 3860.25 | 14181.0 | 180.0 | 0.501489 | 0.338876 | 0.000000 | 0.462003 | 0.512233 | 0.555391 | 1.000000 | 180.0 | 0.497728 | 0.338564 | 0.000000 | 0.456136 | 0.507065 | 0.553678 | 1.000000 | 155.0 | 0.000179 | 0.000018 | 0.000147 | 0.000165 | 0.000179 | 0.000190 | 0.000228 | 180.0 | 0.260063 | 0.238637 | 0.000000 | 0.000000 | 0.449871 | 0.482796 | 0.499883 | 180.0 | 0.256675 | 0.235507 | 0.000000 | 0.000000 | 0.445636 | 0.476039 | 0.495664 | 180.0 | 75.050000 | 84.056796 | 0.0 | 9.75 | 47.0 | 111.00 | 462.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.012810 | 0.012994 | 0.000000 | 0.002100 | 0.009006 | 0.019791 | 0.062951 | 180.0 | 0.987190 | 0.012994 | 0.937049 | 0.980209 | 0.990994 | 0.997900 | 1.000000 | 180.0 | 5714.844444 | 2582.356664 | 2008.0 | 4166.00 | 5066.5 | 6456.50 | 17570.0 | 180.0 | 2897.588889 | 2670.817902 | 0.0 | 1469.75 | 2507.0 | 3726.50 | 17570.0 | 180.0 | 0.498511 | 0.338876 | 0.000000 | 0.444609 | 0.487767 | 0.537997 | 1.000000 | 180.0 | 0.489461 | 0.330756 | 0.000000 | 0.442829 | 0.481729 | 0.532477 | 0.998217 | 180.0 | 0.778958 | 0.254229 | 0.361506 | 0.627537 | 0.748189 | 0.827499 | 1.801782 |
| IISNP113 | 160.0 | 0.255774 | 0.224149 | -0.000235 | 0.000297 | 0.371636 | 0.467598 | 0.499104 | 180.0 | 5102.161111 | 1831.001338 | 1762.0 | 3786.25 | 4909.0 | 5973.75 | 11468.0 | 180.0 | 3213.566667 | 1938.577391 | 0.0 | 1930.00 | 2861.0 | 4149.75 | 11462.0 | 180.0 | 0.634540 | 0.292339 | 0.000000 | 0.471575 | 0.531607 | 0.999226 | 1.000000 | 180.0 | 0.634287 | 0.292273 | 0.000000 | 0.471137 | 0.531492 | 0.998875 | 1.000000 | 160.0 | 0.000180 | 0.000019 | 0.000144 | 0.000165 | 0.000178 | 0.000192 | 0.000235 | 180.0 | 0.268460 | 0.223057 | 0.000000 | 0.000602 | 0.403549 | 0.468785 | 0.499858 | 180.0 | 0.268327 | 0.222947 | 0.000000 | 0.000602 | 0.403158 | 0.468594 | 0.499575 | 180.0 | 2.377778 | 3.213372 | 0.0 | 0.00 | 1.0 | 3.00 | 17.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000446 | 0.000616 | 0.000000 | 0.000000 | 0.000257 | 0.000618 | 0.004832 | 180.0 | 0.999554 | 0.000616 | 0.995168 | 0.999382 | 0.999743 | 1.000000 | 1.000000 | 180.0 | 5099.783333 | 1829.780108 | 1762.0 | 3784.25 | 4905.5 | 5972.00 | 11465.0 | 180.0 | 1886.216667 | 1728.228144 | 0.0 | 4.00 | 1877.0 | 2927.50 | 8063.0 | 180.0 | 0.365460 | 0.292339 | 0.000000 | 0.000774 | 0.468393 | 0.528425 | 1.000000 | 180.0 | 0.365267 | 0.292170 | 0.000000 | 0.000774 | 0.468293 | 0.527682 | 1.000000 | 180.0 | 0.688216 | 0.159786 | 0.329136 | 0.575644 | 0.682324 | 0.783404 | 1.192800 |
| IISNP114 | 152.0 | 0.283619 | 0.236432 | -0.000199 | 0.000127 | 0.463544 | 0.485376 | 0.499796 | 180.0 | 5415.311111 | 1575.713708 | 2054.0 | 4488.00 | 5464.0 | 6525.50 | 10071.0 | 180.0 | 2900.738889 | 1965.717446 | 0.0 | 1759.00 | 2707.0 | 3724.75 | 8519.0 | 180.0 | 0.559781 | 0.318448 | 0.000000 | 0.476904 | 0.510611 | 0.998717 | 1.000000 | 180.0 | 0.539559 | 0.306524 | 0.000000 | 0.457473 | 0.491826 | 0.945357 | 0.976953 | 152.0 | 0.000181 | 0.000018 | 0.000143 | 0.000165 | 0.000180 | 0.000193 | 0.000235 | 180.0 | 0.280006 | 0.237351 | 0.000000 | 0.000328 | 0.461309 | 0.485961 | 0.500000 | 180.0 | 0.270172 | 0.229014 | 0.000000 | 0.000320 | 0.445709 | 0.469106 | 0.487755 | 180.0 | 189.061111 | 78.286479 | 18.0 | 133.75 | 178.5 | 231.25 | 520.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.034852 | 0.009885 | 0.005141 | 0.028879 | 0.033471 | 0.040029 | 0.068671 | 180.0 | 0.965148 | 0.009885 | 0.931329 | 0.959971 | 0.966529 | 0.971121 | 0.994859 | 180.0 | 5226.250000 | 1521.173352 | 1985.0 | 4309.00 | 5267.5 | 6236.75 | 9757.0 | 180.0 | 2325.511111 | 1993.110089 | 0.0 | 4.00 | 2305.0 | 3182.75 | 9299.0 | 180.0 | 0.440219 | 0.318448 | 0.000000 | 0.001283 | 0.489389 | 0.523096 | 1.000000 | 180.0 | 0.425590 | 0.308774 | 0.000000 | 0.001250 | 0.472320 | 0.506712 | 0.983843 | 180.0 | 0.740279 | 0.163076 | 0.387173 | 0.644253 | 0.752822 | 0.830810 | 1.372592 |
| IISNP115 | 160.0 | 0.184351 | 0.221098 | -0.000205 | 0.000256 | 0.001491 | 0.441303 | 0.498972 | 180.0 | 5109.288889 | 1699.845591 | 1527.0 | 3998.00 | 5093.0 | 6184.75 | 9315.0 | 180.0 | 3288.933333 | 2270.817161 | 1.0 | 1681.25 | 2815.0 | 4948.50 | 9054.0 | 180.0 | 0.641935 | 0.355274 | 0.000193 | 0.436544 | 0.498554 | 0.999555 | 1.000000 | 180.0 | 0.641012 | 0.354773 | 0.000193 | 0.434652 | 0.498050 | 0.997944 | 1.000000 | 160.0 | 0.000181 | 0.000018 | 0.000143 | 0.000165 | 0.000180 | 0.000193 | 0.000235 | 180.0 | 0.189342 | 0.222329 | 0.000000 | 0.000435 | 0.001651 | 0.445857 | 0.499138 | 180.0 | 0.189066 | 0.222012 | 0.000000 | 0.000435 | 0.001651 | 0.445258 | 0.498708 | 180.0 | 6.361111 | 5.807685 | 0.0 | 2.00 | 5.0 | 8.00 | 38.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.001306 | 0.001436 | 0.000000 | 0.000493 | 0.001041 | 0.001635 | 0.013056 | 180.0 | 0.998694 | 0.001436 | 0.986944 | 0.998365 | 0.998959 | 0.999507 | 1.000000 | 180.0 | 5102.927778 | 1698.131754 | 1527.0 | 3991.00 | 5083.0 | 6178.25 | 9309.0 | 180.0 | 1813.994444 | 2071.952029 | 0.0 | 2.75 | 1613.0 | 3032.00 | 8379.0 | 180.0 | 0.358065 | 0.355274 | 0.000000 | 0.000445 | 0.501446 | 0.563456 | 0.999807 | 180.0 | 0.357682 | 0.355013 | 0.000000 | 0.000444 | 0.500940 | 0.561564 | 0.999502 | 180.0 | 0.697437 | 0.183592 | 0.277304 | 0.563650 | 0.708875 | 0.834627 | 1.055823 |
| IISNP116 | 160.0 | 0.176409 | 0.234594 | -0.000228 | -0.000019 | 0.000267 | 0.482721 | 0.499755 | 180.0 | 12872.833333 | 3740.520173 | 5733.0 | 9864.00 | 12241.5 | 15384.75 | 24018.0 | 180.0 | 3412.288889 | 4848.772876 | 0.0 | 2.00 | 6.5 | 6311.00 | 19748.0 | 180.0 | 0.256790 | 0.332884 | 0.000000 | 0.000137 | 0.000462 | 0.503876 | 1.000000 | 180.0 | 0.256729 | 0.332809 | 0.000000 | 0.000137 | 0.000462 | 0.503803 | 0.999912 | 160.0 | 0.000180 | 0.000019 | 0.000143 | 0.000165 | 0.000179 | 0.000193 | 0.000228 | 180.0 | 0.156985 | 0.227984 | 0.000000 | 0.000131 | 0.000360 | 0.480543 | 0.499956 | 180.0 | 0.156946 | 0.227927 | 0.000000 | 0.000131 | 0.000360 | 0.480484 | 0.499913 | 180.0 | 3.394444 | 4.961863 | 0.0 | 0.00 | 2.0 | 4.00 | 45.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000261 | 0.000360 | 0.000000 | 0.000000 | 0.000179 | 0.000340 | 0.002830 | 180.0 | 0.999739 | 0.000360 | 0.997170 | 0.999660 | 0.999821 | 1.000000 | 1.000000 | 180.0 | 12869.438889 | 3739.505384 | 5733.0 | 9861.25 | 12236.5 | 15377.25 | 24014.0 | 180.0 | 9457.150000 | 5285.202619 | 0.0 | 5731.50 | 9336.0 | 12935.75 | 24008.0 | 180.0 | 0.743210 | 0.332884 | 0.000000 | 0.496124 | 0.999538 | 0.999863 | 1.000000 | 180.0 | 0.743009 | 0.332790 | 0.000000 | 0.496095 | 0.999049 | 0.999638 | 1.000000 | 180.0 | 1.744546 | 0.269751 | 1.226642 | 1.536823 | 1.700849 | 1.915374 | 2.732149 |
| IISNP117 | 119.0 | 0.200824 | 0.171980 | -0.000219 | -0.000169 | 0.296247 | 0.348918 | 0.460519 | 180.0 | 2218.322222 | 1826.310001 | 41.0 | 870.00 | 1796.5 | 2877.50 | 12747.0 | 180.0 | 1697.544444 | 1714.996273 | 0.0 | 599.50 | 1243.0 | 2201.75 | 12739.0 | 180.0 | 0.705201 | 0.271694 | 0.000000 | 0.641042 | 0.677685 | 1.000000 | 1.000000 | 180.0 | 0.704398 | 0.271354 | 0.000000 | 0.640900 | 0.677685 | 0.997992 | 1.000000 | 119.0 | 0.000182 | 0.000019 | 0.000144 | 0.000167 | 0.000181 | 0.000198 | 0.000228 | 180.0 | 0.205988 | 0.170980 | 0.000000 | 0.000000 | 0.292268 | 0.347778 | 0.493827 | 180.0 | 0.205770 | 0.170805 | 0.000000 | 0.000000 | 0.291951 | 0.346930 | 0.493827 | 180.0 | 2.494444 | 4.701714 | 0.0 | 0.00 | 1.0 | 3.00 | 30.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.001102 | 0.002185 | 0.000000 | 0.000000 | 0.000260 | 0.001336 | 0.019157 | 180.0 | 0.998898 | 0.002185 | 0.980843 | 0.998664 | 0.999740 | 1.000000 | 1.000000 | 180.0 | 2215.827778 | 1824.574097 | 41.0 | 870.00 | 1794.5 | 2876.75 | 12739.0 | 180.0 | 518.283333 | 628.857244 | 0.0 | 0.00 | 334.5 | 767.75 | 3049.0 | 180.0 | 0.294799 | 0.271694 | 0.000000 | 0.000000 | 0.322315 | 0.358958 | 1.000000 | 180.0 | 0.294500 | 0.271441 | 0.000000 | 0.000000 | 0.322289 | 0.358878 | 1.000000 | 180.0 | 0.290838 | 0.207394 | 0.009289 | 0.135746 | 0.260981 | 0.392547 | 1.257667 |
| IISNP119 | 160.0 | 0.113933 | 0.202309 | -0.000219 | 0.000175 | 0.001246 | 0.010852 | 0.499652 | 180.0 | 4371.794444 | 1796.355599 | 1680.0 | 2972.25 | 4083.5 | 5143.75 | 10067.0 | 180.0 | 2761.155556 | 2309.518177 | 0.0 | 933.25 | 2492.0 | 4267.25 | 10057.0 | 180.0 | 0.635774 | 0.412796 | 0.000000 | 0.458334 | 0.990855 | 0.999368 | 1.000000 | 180.0 | 0.635468 | 0.412616 | 0.000000 | 0.458197 | 0.990206 | 0.999016 | 1.000000 | 160.0 | 0.000180 | 0.000019 | 0.000143 | 0.000165 | 0.000180 | 0.000192 | 0.000235 | 180.0 | 0.117484 | 0.204456 | 0.000000 | 0.000402 | 0.001467 | 0.014421 | 0.499817 | 180.0 | 0.117414 | 0.204333 | 0.000000 | 0.000402 | 0.001466 | 0.014413 | 0.498938 | 180.0 | 2.055556 | 2.625024 | 0.0 | 0.00 | 2.0 | 3.00 | 12.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000484 | 0.000676 | 0.000000 | 0.000000 | 0.000327 | 0.000714 | 0.004813 | 180.0 | 0.999516 | 0.000676 | 0.995187 | 0.999286 | 0.999673 | 1.000000 | 1.000000 | 180.0 | 4369.738889 | 1795.690503 | 1680.0 | 2971.75 | 4080.0 | 5143.75 | 10067.0 | 180.0 | 1608.583333 | 2115.158105 | 0.0 | 2.00 | 30.0 | 2593.00 | 9559.0 | 180.0 | 0.364226 | 0.412796 | 0.000000 | 0.000632 | 0.009145 | 0.541666 | 1.000000 | 180.0 | 0.364048 | 0.412609 | 0.000000 | 0.000632 | 0.009138 | 0.541508 | 1.000000 | 180.0 | 0.590346 | 0.175735 | 0.262188 | 0.460229 | 0.578514 | 0.696433 | 1.018439 |
| IISNP12 | 160.0 | 0.203271 | 0.229790 | -0.001655 | -0.000580 | 0.000318 | 0.460335 | 0.498155 | 180.0 | 11986.155556 | 3731.849284 | 2561.0 | 9216.00 | 12456.0 | 14491.00 | 24253.0 | 180.0 | 4690.688889 | 4687.140289 | 0.0 | 8.00 | 4888.0 | 7463.00 | 18316.0 | 180.0 | 0.375504 | 0.343214 | 0.000000 | 0.000750 | 0.489171 | 0.544849 | 0.999923 | 180.0 | 0.375373 | 0.343071 | 0.000000 | 0.000750 | 0.489015 | 0.544747 | 0.999688 | 160.0 | 0.001328 | 0.000289 | 0.000947 | 0.001083 | 0.001192 | 0.001589 | 0.002093 | 180.0 | 0.218901 | 0.232215 | 0.000000 | 0.000624 | 0.001883 | 0.470008 | 0.499352 | 180.0 | 0.218840 | 0.232151 | 0.000000 | 0.000624 | 0.001882 | 0.469930 | 0.499189 | 180.0 | 3.022222 | 4.989324 | 0.0 | 0.00 | 2.0 | 4.00 | 51.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000238 | 0.000339 | 0.000000 | 0.000000 | 0.000155 | 0.000320 | 0.003088 | 180.0 | 0.999762 | 0.000339 | 0.996912 | 0.999680 | 0.999845 | 1.000000 | 1.000000 | 180.0 | 11983.133333 | 3730.470287 | 2561.0 | 9216.00 | 12455.0 | 14487.75 | 24247.0 | 180.0 | 7292.444444 | 4768.617761 | 1.0 | 4417.75 | 6424.5 | 10899.00 | 19887.0 | 180.0 | 0.624496 | 0.343214 | 0.000077 | 0.455151 | 0.510829 | 0.999250 | 1.000000 | 180.0 | 0.624389 | 0.343194 | 0.000077 | 0.455031 | 0.510667 | 0.999122 | 1.000000 | 180.0 | 1.645180 | 0.425888 | 0.466536 | 1.401417 | 1.738667 | 1.925522 | 2.758881 |
| IISNP120 | 160.0 | 0.321717 | 0.223181 | -0.000186 | 0.011300 | 0.466261 | 0.487265 | 0.499465 | 180.0 | 11346.605556 | 4114.684608 | 2303.0 | 8024.25 | 11633.0 | 14081.25 | 23578.0 | 180.0 | 5907.311111 | 3885.934845 | 0.0 | 3437.25 | 5784.5 | 7737.75 | 20869.0 | 180.0 | 0.521028 | 0.278659 | 0.000000 | 0.462743 | 0.493972 | 0.522798 | 0.996974 | 180.0 | 0.520801 | 0.278510 | 0.000000 | 0.462394 | 0.493781 | 0.522653 | 0.995769 | 160.0 | 0.000179 | 0.000018 | 0.000143 | 0.000165 | 0.000180 | 0.000192 | 0.000228 | 180.0 | 0.328444 | 0.220227 | 0.000000 | 0.011931 | 0.466439 | 0.487529 | 0.499644 | 180.0 | 0.328316 | 0.220140 | 0.000000 | 0.011901 | 0.466349 | 0.487379 | 0.499644 | 180.0 | 4.622222 | 7.886170 | 0.0 | 1.00 | 2.0 | 5.00 | 55.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000413 | 0.000655 | 0.000000 | 0.000075 | 0.000245 | 0.000439 | 0.004523 | 180.0 | 0.999587 | 0.000655 | 0.995477 | 0.999561 | 0.999755 | 0.999925 | 1.000000 | 180.0 | 11341.983333 | 4113.451781 | 2303.0 | 8023.50 | 11620.5 | 14074.75 | 23574.0 | 180.0 | 5434.672222 | 3908.457938 | 38.0 | 3026.75 | 5734.0 | 7368.00 | 23559.0 | 180.0 | 0.478972 | 0.278659 | 0.003026 | 0.477202 | 0.506028 | 0.537257 | 1.000000 | 180.0 | 0.478786 | 0.278552 | 0.003022 | 0.477070 | 0.505784 | 0.537019 | 1.000000 | 180.0 | 1.512790 | 0.334655 | 0.568931 | 1.295514 | 1.553277 | 1.717388 | 2.504987 |
| IISNP121 | 160.0 | 0.230037 | 0.239837 | -0.000203 | 0.000026 | 0.000835 | 0.480656 | 0.499543 | 180.0 | 5666.061111 | 1798.642813 | 1213.0 | 4133.00 | 5712.0 | 6753.50 | 12019.0 | 180.0 | 3202.677778 | 2419.009827 | 0.0 | 1675.25 | 2912.0 | 4259.00 | 12013.0 | 180.0 | 0.546977 | 0.337677 | 0.000000 | 0.463072 | 0.503056 | 0.999185 | 1.000000 | 180.0 | 0.546771 | 0.337573 | 0.000000 | 0.463013 | 0.502864 | 0.998742 | 1.000000 | 160.0 | 0.000180 | 0.000018 | 0.000143 | 0.000167 | 0.000179 | 0.000192 | 0.000228 | 180.0 | 0.257492 | 0.238969 | 0.000000 | 0.000271 | 0.447425 | 0.484446 | 0.499733 | 180.0 | 0.257381 | 0.238868 | 0.000000 | 0.000271 | 0.447020 | 0.484422 | 0.499702 | 180.0 | 2.250000 | 3.318940 | 0.0 | 0.00 | 1.0 | 3.00 | 22.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000388 | 0.000558 | 0.000000 | 0.000000 | 0.000246 | 0.000506 | 0.003542 | 180.0 | 0.999612 | 0.000558 | 0.996458 | 0.999494 | 0.999754 | 1.000000 | 1.000000 | 180.0 | 5663.811111 | 1797.914806 | 1213.0 | 4130.50 | 5710.0 | 6747.50 | 12014.0 | 180.0 | 2461.133333 | 2013.771820 | 0.0 | 4.00 | 2531.5 | 3725.50 | 8539.0 | 180.0 | 0.453023 | 0.337677 | 0.000000 | 0.000815 | 0.496944 | 0.536928 | 1.000000 | 180.0 | 0.452841 | 0.337554 | 0.000000 | 0.000815 | 0.496544 | 0.536858 | 1.000000 | 180.0 | 0.762796 | 0.138429 | 0.247512 | 0.662694 | 0.753426 | 0.849815 | 1.198055 |
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| IISNP76 | 121.0 | 0.320593 | 0.203417 | -0.000220 | 0.011268 | 0.436598 | 0.475610 | 0.499461 | 180.0 | 2110.066667 | 1514.973461 | 198.0 | 1098.25 | 1864.0 | 2524.00 | 8952.0 | 180.0 | 977.394444 | 993.702880 | 0.0 | 278.50 | 774.0 | 1343.50 | 5311.0 | 180.0 | 0.434841 | 0.256865 | 0.000000 | 0.387470 | 0.484164 | 0.549034 | 1.000000 | 180.0 | 0.434728 | 0.256829 | 0.000000 | 0.387470 | 0.484164 | 0.546793 | 1.000000 | 121.0 | 0.000184 | 0.000019 | 0.000144 | 0.000170 | 0.000184 | 0.000198 | 0.000228 | 180.0 | 0.323440 | 0.197235 | 0.000000 | 0.031795 | 0.432880 | 0.470616 | 0.499677 | 180.0 | 0.323345 | 0.197182 | 0.000000 | 0.031296 | 0.432728 | 0.470589 | 0.499677 | 180.0 | 0.477778 | 1.776493 | 0.0 | 0.00 | 0.0 | 0.00 | 16.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000344 | 0.001871 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.019769 | 180.0 | 0.999656 | 0.001871 | 0.980231 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 180.0 | 2109.588889 | 1514.928159 | 198.0 | 1098.25 | 1864.0 | 2524.00 | 8950.0 | 180.0 | 1132.194444 | 903.098986 | 0.0 | 517.75 | 946.0 | 1429.00 | 4605.0 | 180.0 | 0.565159 | 0.256865 | 0.000000 | 0.450966 | 0.515836 | 0.612530 | 1.000000 | 180.0 | 0.564928 | 0.256687 | 0.000000 | 0.449491 | 0.515836 | 0.612530 | 1.000000 | 180.0 | 0.289386 | 0.196902 | 0.027599 | 0.155434 | 0.247490 | 0.344033 | 0.993397 |
| IISNP78 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2.0 | 2.000000 | 0.000000 | 2.0 | 2.00 | 2.0 | 2.00 | 2.0 | 2.0 | 1.000000 | 1.414214 | 0.0 | 0.50 | 1.0 | 1.50 | 2.0 | 2.0 | 0.500000 | 0.707107 | 0.000000 | 0.250000 | 0.500000 | 0.750000 | 1.000000 | 2.0 | 0.500000 | 0.707107 | 0.000000 | 0.250000 | 0.500000 | 0.750000 | 1.000000 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2.0 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 2.0 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 2.0 | 0.000000 | 0.000000 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2.0 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 2.0 | 1.000000 | 0.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 2.0 | 2.000000 | 0.000000 | 2.0 | 2.00 | 2.0 | 2.00 | 2.0 | 2.0 | 1.000000 | 1.414214 | 0.0 | 0.50 | 1.0 | 1.50 | 2.0 | 2.0 | 0.500000 | 0.707107 | 0.000000 | 0.250000 | 0.500000 | 0.750000 | 1.000000 | 2.0 | 0.500000 | 0.707107 | 0.000000 | 0.250000 | 0.500000 | 0.750000 | 1.000000 | 2.0 | 0.000254 | 0.000015 | 0.000243 | 0.000249 | 0.000254 | 0.000259 | 0.000264 |
| IISNP79 | 160.0 | 0.180868 | 0.206992 | -0.001849 | -0.000632 | 0.000411 | 0.407461 | 0.480623 | 180.0 | 10622.794444 | 2653.196036 | 4659.0 | 8821.25 | 10610.5 | 12290.50 | 18872.0 | 180.0 | 7255.144444 | 4394.312204 | 2.0 | 4650.50 | 6983.5 | 10634.00 | 17756.0 | 180.0 | 0.664893 | 0.339465 | 0.000161 | 0.563804 | 0.608531 | 0.999014 | 1.000000 | 180.0 | 0.664788 | 0.339404 | 0.000161 | 0.563777 | 0.608353 | 0.998793 | 1.000000 | 160.0 | 0.001542 | 0.000263 | 0.000838 | 0.001455 | 0.001590 | 0.001718 | 0.002116 | 180.0 | 0.185493 | 0.207633 | 0.000000 | 0.000760 | 0.001933 | 0.411914 | 0.482336 | 180.0 | 0.185469 | 0.207605 | 0.000000 | 0.000760 | 0.001933 | 0.411914 | 0.482091 | 180.0 | 1.538889 | 2.138667 | 0.0 | 0.00 | 1.0 | 2.00 | 16.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000140 | 0.000179 | 0.000000 | 0.000000 | 0.000094 | 0.000219 | 0.001120 | 180.0 | 0.999860 | 0.000179 | 0.998880 | 0.999781 | 0.999906 | 1.000000 | 1.000000 | 180.0 | 10621.255556 | 2652.531472 | 4659.0 | 8818.25 | 10610.5 | 12289.75 | 18864.0 | 180.0 | 3366.111111 | 3532.932879 | 0.0 | 11.75 | 3372.0 | 5091.00 | 13285.0 | 180.0 | 0.335107 | 0.339465 | 0.000000 | 0.000986 | 0.391469 | 0.436196 | 0.999839 | 180.0 | 0.335072 | 0.339439 | 0.000000 | 0.000986 | 0.391355 | 0.436176 | 0.999839 | 180.0 | 1.453012 | 0.215574 | 0.763288 | 1.321696 | 1.441277 | 1.612072 | 2.061445 |
| IISNP8 | 160.0 | 0.260190 | 0.240227 | -0.001310 | -0.000921 | 0.454520 | 0.486859 | 0.498851 | 180.0 | 9483.727778 | 3089.777864 | 1817.0 | 7170.50 | 9379.0 | 11172.00 | 20436.0 | 180.0 | 6876.927778 | 3049.499360 | 1817.0 | 4523.75 | 6247.0 | 9222.25 | 15546.0 | 180.0 | 0.732758 | 0.248353 | 0.452032 | 0.503254 | 0.535691 | 0.999818 | 1.000000 | 180.0 | 0.732722 | 0.248352 | 0.452032 | 0.503254 | 0.535663 | 0.999791 | 1.000000 | 160.0 | 0.001202 | 0.000230 | 0.000834 | 0.001060 | 0.001110 | 0.001232 | 0.001907 | 180.0 | 0.259247 | 0.240567 | 0.000000 | 0.000182 | 0.455625 | 0.487876 | 0.499892 | 180.0 | 0.259229 | 0.240551 | 0.000000 | 0.000182 | 0.455546 | 0.487873 | 0.499892 | 180.0 | 0.533333 | 1.059145 | 0.0 | 0.00 | 0.0 | 1.00 | 6.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000055 | 0.000106 | 0.000000 | 0.000000 | 0.000000 | 0.000083 | 0.000409 | 180.0 | 0.999945 | 0.000106 | 0.999591 | 0.999917 | 1.000000 | 1.000000 | 1.000000 | 180.0 | 9483.194444 | 3089.526635 | 1817.0 | 7170.00 | 9378.0 | 11172.00 | 20434.0 | 180.0 | 2606.266667 | 2718.032583 | 0.0 | 2.00 | 2660.0 | 4807.00 | 10646.0 | 180.0 | 0.267242 | 0.248353 | 0.000000 | 0.000182 | 0.464309 | 0.496746 | 0.547968 | 180.0 | 0.267224 | 0.248336 | 0.000000 | 0.000182 | 0.464285 | 0.496746 | 0.547968 | 180.0 | 1.277638 | 0.240338 | 0.370758 | 1.132952 | 1.262329 | 1.375151 | 2.074910 |
| IISNP80 | 113.0 | 0.124141 | 0.208481 | -0.001912 | -0.001102 | -0.000236 | 0.421284 | 0.496430 | 180.0 | 1787.272222 | 1406.022278 | 96.0 | 769.75 | 1353.5 | 2411.00 | 6656.0 | 180.0 | 1074.255556 | 1171.313058 | 0.0 | 138.25 | 737.0 | 1570.75 | 5393.0 | 180.0 | 0.642477 | 0.409500 | 0.000000 | 0.480809 | 0.993663 | 1.000000 | 1.000000 | 180.0 | 0.642365 | 0.409440 | 0.000000 | 0.480809 | 0.993533 | 0.999422 | 1.000000 | 113.0 | 0.001488 | 0.000317 | 0.000929 | 0.001120 | 0.001567 | 0.001734 | 0.002116 | 180.0 | 0.117729 | 0.202869 | 0.000000 | 0.000000 | 0.001318 | 0.102833 | 0.498728 | 180.0 | 0.117700 | 0.202816 | 0.000000 | 0.000000 | 0.001317 | 0.102833 | 0.498728 | 180.0 | 0.377778 | 0.981138 | 0.0 | 0.00 | 0.0 | 0.00 | 8.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000190 | 0.000565 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.003846 | 180.0 | 0.999810 | 0.000565 | 0.996154 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 180.0 | 1786.894444 | 1405.665454 | 96.0 | 769.75 | 1353.5 | 2410.50 | 6656.0 | 180.0 | 712.638889 | 1223.907319 | 0.0 | 0.00 | 13.0 | 907.75 | 6653.0 | 180.0 | 0.357523 | 0.409500 | 0.000000 | 0.000000 | 0.006337 | 0.519191 | 1.000000 | 180.0 | 0.357444 | 0.409413 | 0.000000 | 0.000000 | 0.006337 | 0.519191 | 1.000000 | 180.0 | 0.231271 | 0.158353 | 0.019402 | 0.111374 | 0.185791 | 0.304674 | 0.701699 |
| IISNP81 | 160.0 | 0.147064 | 0.217301 | -0.001912 | -0.001231 | -0.000693 | 0.446722 | 0.497972 | 180.0 | 10025.527778 | 3263.668485 | 3391.0 | 7625.25 | 9341.5 | 12169.25 | 19050.0 | 180.0 | 1924.094444 | 2883.182587 | 0.0 | 4.00 | 10.5 | 4168.25 | 14320.0 | 180.0 | 0.203850 | 0.289364 | 0.000000 | 0.000414 | 0.000952 | 0.528567 | 1.000000 | 180.0 | 0.203835 | 0.289346 | 0.000000 | 0.000414 | 0.000952 | 0.528567 | 1.000000 | 160.0 | 0.001451 | 0.000301 | 0.000838 | 0.001126 | 0.001532 | 0.001689 | 0.002002 | 180.0 | 0.146674 | 0.215383 | 0.000000 | 0.000395 | 0.000889 | 0.443995 | 0.499265 | 180.0 | 0.146662 | 0.215366 | 0.000000 | 0.000395 | 0.000889 | 0.443887 | 0.499265 | 180.0 | 1.088889 | 1.525533 | 0.0 | 0.00 | 0.0 | 2.00 | 8.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000112 | 0.000161 | 0.000000 | 0.000000 | 0.000000 | 0.000181 | 0.000966 | 180.0 | 0.999888 | 0.000161 | 0.999034 | 0.999819 | 1.000000 | 1.000000 | 1.000000 | 180.0 | 10024.438889 | 3263.478112 | 3391.0 | 7622.75 | 9340.0 | 12168.75 | 19044.0 | 180.0 | 8100.344444 | 4253.890628 | 0.0 | 4936.00 | 7473.5 | 11290.50 | 19038.0 | 180.0 | 0.796150 | 0.289364 | 0.000000 | 0.471433 | 0.999048 | 0.999586 | 1.000000 | 180.0 | 0.796052 | 0.289316 | 0.000000 | 0.471433 | 0.998863 | 0.999474 | 1.000000 | 180.0 | 1.352975 | 0.268340 | 0.668576 | 1.160540 | 1.338330 | 1.546887 | 2.111171 |
| IISNP82 | 142.0 | 0.324567 | 0.160929 | -0.001227 | 0.276564 | 0.399677 | 0.443205 | 0.496861 | 180.0 | 2026.722222 | 928.194397 | 516.0 | 1416.50 | 1945.5 | 2370.75 | 5934.0 | 180.0 | 997.550000 | 785.796086 | 0.0 | 497.75 | 987.0 | 1439.25 | 4417.0 | 180.0 | 0.465878 | 0.262678 | 0.000000 | 0.412259 | 0.555405 | 0.643807 | 0.762110 | 180.0 | 0.465627 | 0.262546 | 0.000000 | 0.411862 | 0.555109 | 0.643269 | 0.762110 | 142.0 | 0.001483 | 0.000274 | 0.000834 | 0.001226 | 0.001535 | 0.001700 | 0.001982 | 180.0 | 0.299915 | 0.172954 | 0.000000 | 0.254892 | 0.383811 | 0.436404 | 0.498551 | 180.0 | 0.299747 | 0.172850 | 0.000000 | 0.254795 | 0.383555 | 0.436386 | 0.498551 | 180.0 | 1.383333 | 1.529140 | 0.0 | 0.00 | 1.0 | 2.00 | 6.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000690 | 0.000745 | 0.000000 | 0.000000 | 0.000508 | 0.001068 | 0.003376 | 180.0 | 0.999310 | 0.000745 | 0.996624 | 0.998932 | 0.999492 | 1.000000 | 1.000000 | 180.0 | 2025.338889 | 927.737195 | 515.0 | 1416.25 | 1944.0 | 2367.75 | 5931.0 | 180.0 | 1027.788889 | 592.092087 | 245.0 | 615.00 | 835.5 | 1266.50 | 3312.0 | 180.0 | 0.534122 | 0.262678 | 0.237890 | 0.356193 | 0.444595 | 0.587741 | 1.000000 | 180.0 | 0.533684 | 0.262278 | 0.237890 | 0.355900 | 0.444358 | 0.587178 | 1.000000 | 180.0 | 0.276155 | 0.102862 | 0.084537 | 0.206841 | 0.271483 | 0.325523 | 0.734235 |
| IISNP83 | 160.0 | 0.184521 | 0.225405 | -0.001819 | -0.001052 | 0.000227 | 0.471324 | 0.498720 | 180.0 | 9588.983333 | 2872.596222 | 3276.0 | 7714.50 | 9703.5 | 11457.50 | 17439.0 | 180.0 | 4065.988889 | 4146.732222 | 0.0 | 6.00 | 3968.5 | 6534.25 | 16691.0 | 180.0 | 0.409525 | 0.380198 | 0.000000 | 0.000598 | 0.494121 | 0.649120 | 1.000000 | 180.0 | 0.409451 | 0.380142 | 0.000000 | 0.000598 | 0.494071 | 0.648838 | 1.000000 | 160.0 | 0.001386 | 0.000327 | 0.000906 | 0.001056 | 0.001484 | 0.001669 | 0.002116 | 180.0 | 0.181449 | 0.225256 | 0.000000 | 0.000265 | 0.001708 | 0.472650 | 0.499813 | 180.0 | 0.181407 | 0.225202 | 0.000000 | 0.000265 | 0.001708 | 0.472536 | 0.499813 | 180.0 | 1.655556 | 2.982860 | 0.0 | 0.00 | 1.0 | 2.00 | 33.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000186 | 0.000395 | 0.000000 | 0.000000 | 0.000104 | 0.000231 | 0.004670 | 180.0 | 0.999814 | 0.000395 | 0.995330 | 0.999769 | 0.999896 | 1.000000 | 1.000000 | 180.0 | 9587.327778 | 2872.564159 | 3276.0 | 7714.50 | 9703.0 | 11457.25 | 17436.0 | 180.0 | 5521.338889 | 3996.780784 | 0.0 | 2923.50 | 5314.0 | 8345.00 | 17423.0 | 180.0 | 0.590475 | 0.380198 | 0.000000 | 0.350880 | 0.505879 | 0.999402 | 1.000000 | 180.0 | 0.590362 | 0.380136 | 0.000000 | 0.350724 | 0.505828 | 0.999111 | 1.000000 | 180.0 | 1.308331 | 0.295939 | 0.614499 | 1.145209 | 1.330666 | 1.470964 | 2.378808 |
| IISNP84 | 160.0 | 0.211379 | 0.237482 | -0.001343 | -0.000322 | 0.001113 | 0.476553 | 0.498286 | 180.0 | 11666.872222 | 3201.199114 | 4504.0 | 9194.00 | 11855.0 | 13796.25 | 20340.0 | 180.0 | 5353.661111 | 4940.754904 | 0.0 | 15.00 | 5085.5 | 8372.75 | 19612.0 | 180.0 | 0.459248 | 0.380094 | 0.000000 | 0.001345 | 0.508214 | 0.562019 | 0.999775 | 180.0 | 0.459179 | 0.380044 | 0.000000 | 0.001344 | 0.508135 | 0.561972 | 0.999775 | 160.0 | 0.001395 | 0.000301 | 0.000905 | 0.001101 | 0.001434 | 0.001638 | 0.001982 | 180.0 | 0.199817 | 0.235645 | 0.000000 | 0.000974 | 0.002050 | 0.477163 | 0.499249 | 180.0 | 0.199783 | 0.235604 | 0.000000 | 0.000973 | 0.002049 | 0.477060 | 0.499124 | 180.0 | 1.805556 | 2.124865 | 0.0 | 0.00 | 1.0 | 3.00 | 11.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000155 | 0.000179 | 0.000000 | 0.000000 | 0.000125 | 0.000224 | 0.000966 | 180.0 | 0.999845 | 0.000179 | 0.999034 | 0.999776 | 0.999875 | 1.000000 | 1.000000 | 180.0 | 11665.066667 | 3200.756600 | 4502.0 | 9192.50 | 11853.5 | 13791.75 | 20336.0 | 180.0 | 6311.405556 | 4998.317553 | 2.0 | 3010.00 | 5746.0 | 9479.00 | 20307.0 | 180.0 | 0.540752 | 0.380094 | 0.000225 | 0.437981 | 0.491786 | 0.998655 | 1.000000 | 180.0 | 0.540665 | 0.380036 | 0.000225 | 0.437946 | 0.491711 | 0.998539 | 1.000000 | 180.0 | 1.582106 | 0.218679 | 0.902083 | 1.459519 | 1.599227 | 1.716847 | 2.150640 |
| IISNP85 | 160.0 | 0.194880 | 0.225900 | -0.001910 | -0.001073 | -0.000215 | 0.450250 | 0.496919 | 180.0 | 12051.444444 | 3262.584009 | 5364.0 | 9864.75 | 11846.0 | 13496.00 | 21531.0 | 180.0 | 5026.888889 | 5024.848352 | 0.0 | 6.00 | 5517.0 | 7844.00 | 21519.0 | 180.0 | 0.395918 | 0.362027 | 0.000000 | 0.000544 | 0.527147 | 0.563145 | 1.000000 | 180.0 | 0.395874 | 0.361990 | 0.000000 | 0.000543 | 0.527086 | 0.563008 | 1.000000 | 160.0 | 0.001303 | 0.000284 | 0.000905 | 0.001083 | 0.001160 | 0.001533 | 0.002093 | 180.0 | 0.198687 | 0.225078 | 0.000000 | 0.000386 | 0.001215 | 0.449264 | 0.498656 | 180.0 | 0.198664 | 0.225052 | 0.000000 | 0.000385 | 0.001215 | 0.449187 | 0.498581 | 180.0 | 1.250000 | 1.680898 | 0.0 | 0.00 | 0.0 | 2.00 | 11.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000104 | 0.000142 | 0.000000 | 0.000000 | 0.000000 | 0.000182 | 0.000923 | 180.0 | 0.999896 | 0.000142 | 0.999077 | 0.999818 | 1.000000 | 1.000000 | 1.000000 | 180.0 | 12050.194444 | 3262.272773 | 5364.0 | 9864.75 | 11844.0 | 13495.00 | 21530.0 | 180.0 | 7023.305556 | 4489.853870 | 0.0 | 4503.75 | 6558.5 | 10627.75 | 20000.0 | 180.0 | 0.604082 | 0.362027 | 0.000000 | 0.436855 | 0.472853 | 0.999456 | 1.000000 | 180.0 | 0.604021 | 0.361995 | 0.000000 | 0.436749 | 0.472798 | 0.999386 | 1.000000 | 180.0 | 1.638026 | 0.227379 | 0.915489 | 1.525627 | 1.616738 | 1.732555 | 2.479410 |
| IISNP86 | 160.0 | 0.138595 | 0.217960 | -0.000228 | 0.000323 | 0.001094 | 0.454195 | 0.499354 | 180.0 | 5442.316667 | 1733.426024 | 1830.0 | 4248.25 | 5394.0 | 6360.00 | 11895.0 | 180.0 | 3358.311111 | 2584.866903 | 0.0 | 1438.75 | 3027.0 | 5228.50 | 10193.0 | 180.0 | 0.614432 | 0.406437 | 0.000000 | 0.448919 | 0.518658 | 0.999372 | 1.000000 | 180.0 | 0.614122 | 0.406252 | 0.000000 | 0.448841 | 0.518150 | 0.998904 | 1.000000 | 160.0 | 0.000180 | 0.000019 | 0.000144 | 0.000165 | 0.000179 | 0.000193 | 0.000235 | 180.0 | 0.139526 | 0.218385 | 0.000000 | 0.000422 | 0.001153 | 0.459071 | 0.499569 | 180.0 | 0.139440 | 0.218250 | 0.000000 | 0.000422 | 0.001153 | 0.458935 | 0.499225 | 180.0 | 2.527778 | 3.055228 | 0.0 | 0.00 | 2.0 | 4.00 | 18.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000460 | 0.000525 | 0.000000 | 0.000000 | 0.000312 | 0.000675 | 0.002197 | 180.0 | 0.999540 | 0.000525 | 0.997803 | 0.999325 | 0.999688 | 1.000000 | 1.000000 | 180.0 | 5439.788889 | 1732.444854 | 1830.0 | 4246.75 | 5393.0 | 6359.00 | 11889.0 | 180.0 | 2081.477778 | 2392.672320 | 0.0 | 3.75 | 1810.0 | 3495.50 | 11883.0 | 180.0 | 0.385568 | 0.406437 | 0.000000 | 0.000628 | 0.481342 | 0.551081 | 1.000000 | 180.0 | 0.385418 | 0.406321 | 0.000000 | 0.000628 | 0.480873 | 0.550982 | 1.000000 | 180.0 | 0.733174 | 0.130187 | 0.379031 | 0.631239 | 0.745096 | 0.818144 | 1.048854 |
| IISNP87 | 160.0 | 0.268264 | 0.229556 | -0.001751 | -0.000622 | 0.442571 | 0.465393 | 0.495871 | 180.0 | 6757.572222 | 2191.734871 | 2033.0 | 5312.25 | 6600.0 | 7975.25 | 12630.0 | 180.0 | 4008.688889 | 2429.629579 | 0.0 | 2514.75 | 3769.0 | 5603.75 | 11289.0 | 180.0 | 0.589012 | 0.294029 | 0.000000 | 0.513820 | 0.540013 | 0.997487 | 1.000000 | 180.0 | 0.588968 | 0.294003 | 0.000000 | 0.513820 | 0.539936 | 0.997464 | 1.000000 | 160.0 | 0.001542 | 0.000279 | 0.000906 | 0.001485 | 0.001599 | 0.001733 | 0.002116 | 180.0 | 0.290986 | 0.224699 | 0.000000 | 0.001075 | 0.448363 | 0.467490 | 0.496926 | 180.0 | 0.290967 | 0.224684 | 0.000000 | 0.001075 | 0.448293 | 0.467453 | 0.496799 | 180.0 | 0.516667 | 1.038236 | 0.0 | 0.00 | 0.0 | 0.00 | 4.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000074 | 0.000150 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000702 | 180.0 | 0.999926 | 0.000150 | 0.999298 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 180.0 | 6757.055556 | 2191.596624 | 2033.0 | 5312.25 | 6599.0 | 7974.25 | 12630.0 | 180.0 | 2748.366667 | 2255.633080 | 0.0 | 17.50 | 2820.0 | 3791.50 | 11832.0 | 180.0 | 0.410988 | 0.294029 | 0.000000 | 0.002513 | 0.459987 | 0.486180 | 1.000000 | 180.0 | 0.410958 | 0.294005 | 0.000000 | 0.002513 | 0.459922 | 0.486180 | 1.000000 | 180.0 | 0.910854 | 0.179033 | 0.398697 | 0.813038 | 0.894006 | 1.025774 | 1.366772 |
| IISNP88 | 157.0 | 0.138940 | 0.197836 | -0.001808 | -0.000418 | 0.011813 | 0.401655 | 0.498348 | 180.0 | 3397.055556 | 1539.742417 | 870.0 | 2135.75 | 3217.5 | 4273.00 | 9272.0 | 180.0 | 1019.022222 | 1332.075765 | 0.0 | 5.00 | 191.0 | 1886.50 | 5585.0 | 180.0 | 0.303114 | 0.360902 | 0.000000 | 0.001540 | 0.059316 | 0.476641 | 1.000000 | 180.0 | 0.303058 | 0.360832 | 0.000000 | 0.001539 | 0.059305 | 0.476477 | 1.000000 | 157.0 | 0.001495 | 0.000271 | 0.000834 | 0.001231 | 0.001556 | 0.001692 | 0.002093 | 180.0 | 0.139139 | 0.195660 | 0.000000 | 0.001171 | 0.025166 | 0.399592 | 0.499331 | 180.0 | 0.139116 | 0.195627 | 0.000000 | 0.001171 | 0.025166 | 0.399592 | 0.499331 | 180.0 | 0.633333 | 0.908679 | 0.0 | 0.00 | 0.0 | 1.00 | 4.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000164 | 0.000224 | 0.000000 | 0.000000 | 0.000000 | 0.000316 | 0.000763 | 180.0 | 0.999836 | 0.000224 | 0.999237 | 0.999684 | 1.000000 | 1.000000 | 1.000000 | 180.0 | 3396.422222 | 1539.252681 | 870.0 | 2135.00 | 3216.5 | 4272.25 | 9269.0 | 180.0 | 2377.400000 | 1750.321007 | 0.0 | 1094.00 | 2310.0 | 3462.25 | 9267.0 | 180.0 | 0.696886 | 0.360902 | 0.000000 | 0.523359 | 0.940684 | 0.998460 | 1.000000 | 180.0 | 0.696778 | 0.360849 | 0.000000 | 0.523286 | 0.940505 | 0.998260 | 1.000000 | 180.0 | 0.461747 | 0.172885 | 0.093665 | 0.315133 | 0.446162 | 0.596754 | 0.832469 |
| IISNP89 | 160.0 | 0.075587 | 0.174614 | -0.000350 | 0.000289 | 0.000726 | 0.001723 | 0.499643 | 180.0 | 12428.572222 | 3217.259749 | 4363.0 | 10506.25 | 12036.0 | 14518.25 | 24238.0 | 180.0 | 7730.750000 | 5899.782821 | 0.0 | 27.25 | 8166.0 | 12351.75 | 20874.0 | 180.0 | 0.619553 | 0.432902 | 0.000000 | 0.002870 | 0.998174 | 0.999313 | 1.000000 | 180.0 | 0.619303 | 0.432770 | 0.000000 | 0.002868 | 0.997529 | 0.998953 | 1.000000 | 160.0 | 0.000320 | 0.000034 | 0.000231 | 0.000296 | 0.000324 | 0.000343 | 0.000427 | 180.0 | 0.094680 | 0.191246 | 0.000000 | 0.000605 | 0.001068 | 0.002277 | 0.500000 | 180.0 | 0.094608 | 0.191101 | 0.000000 | 0.000605 | 0.001068 | 0.002276 | 0.499719 | 180.0 | 7.883333 | 8.456444 | 0.0 | 2.00 | 4.0 | 13.00 | 45.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000655 | 0.000701 | 0.000000 | 0.000129 | 0.000420 | 0.001034 | 0.003857 | 180.0 | 0.999345 | 0.000701 | 0.996143 | 0.998966 | 0.999580 | 0.999871 | 1.000000 | 180.0 | 12420.688889 | 3215.875366 | 4359.0 | 10501.25 | 12031.0 | 14508.25 | 24238.0 | 180.0 | 4689.938889 | 5765.947661 | 0.0 | 9.00 | 20.0 | 8591.00 | 24221.0 | 180.0 | 0.380447 | 0.432902 | 0.000000 | 0.000687 | 0.001826 | 0.997130 | 1.000000 | 180.0 | 0.380042 | 0.432407 | 0.000000 | 0.000686 | 0.001826 | 0.995964 | 0.999299 | 180.0 | 1.714942 | 0.361649 | 0.803003 | 1.483397 | 1.717621 | 1.939924 | 2.661092 |
| IISNP9 | 160.0 | 0.286690 | 0.227391 | -0.001196 | -0.000325 | 0.442326 | 0.487616 | 0.498342 | 180.0 | 9721.633333 | 3030.930692 | 3812.0 | 7346.25 | 9470.0 | 11442.50 | 17593.0 | 180.0 | 3941.677778 | 3178.047851 | 0.0 | 10.75 | 4283.5 | 5773.25 | 14489.0 | 180.0 | 0.402383 | 0.286635 | 0.000000 | 0.001064 | 0.493906 | 0.517259 | 0.999517 | 180.0 | 0.402331 | 0.286606 | 0.000000 | 0.001064 | 0.493906 | 0.517182 | 0.999517 | 160.0 | 0.001307 | 0.000308 | 0.000906 | 0.001050 | 0.001159 | 0.001584 | 0.002002 | 180.0 | 0.299028 | 0.226111 | 0.000000 | 0.000867 | 0.461654 | 0.488829 | 0.499320 | 180.0 | 0.298985 | 0.226078 | 0.000000 | 0.000867 | 0.461484 | 0.488817 | 0.499231 | 180.0 | 1.311111 | 1.810241 | 0.0 | 0.00 | 1.0 | 2.00 | 15.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000135 | 0.000175 | 0.000000 | 0.000000 | 0.000095 | 0.000221 | 0.001126 | 180.0 | 0.999865 | 0.000175 | 0.998874 | 0.999779 | 0.999905 | 1.000000 | 1.000000 | 180.0 | 9720.322222 | 3030.529617 | 3811.0 | 7346.25 | 9470.0 | 11441.75 | 17593.0 | 180.0 | 5778.644444 | 3346.167830 | 5.0 | 3649.00 | 5107.5 | 7359.25 | 16309.0 | 180.0 | 0.597617 | 0.286635 | 0.000483 | 0.482741 | 0.506094 | 0.998936 | 1.000000 | 180.0 | 0.597533 | 0.286597 | 0.000483 | 0.482670 | 0.506094 | 0.998634 | 1.000000 | 180.0 | 1.309471 | 0.218422 | 0.796604 | 1.160596 | 1.275438 | 1.450787 | 1.939854 |
| IISNP90 | 160.0 | 0.160571 | 0.171514 | -0.001426 | 0.000155 | 0.003686 | 0.339016 | 0.408685 | 180.0 | 8246.733333 | 3262.841926 | 2500.0 | 6030.00 | 7696.0 | 9548.75 | 24305.0 | 180.0 | 6737.050000 | 3759.005961 | 3.0 | 4312.50 | 6027.0 | 8763.00 | 24270.0 | 180.0 | 0.784939 | 0.222578 | 0.000691 | 0.654556 | 0.683133 | 0.998645 | 0.999805 | 180.0 | 0.784842 | 0.222583 | 0.000690 | 0.654502 | 0.682928 | 0.998510 | 0.999805 | 160.0 | 0.001072 | 0.000148 | 0.000838 | 0.001005 | 0.001048 | 0.001108 | 0.002116 | 180.0 | 0.182007 | 0.171757 | 0.000195 | 0.001327 | 0.309164 | 0.342323 | 0.409763 | 180.0 | 0.181973 | 0.171724 | 0.000195 | 0.001327 | 0.309022 | 0.342150 | 0.409670 | 180.0 | 1.050000 | 1.480884 | 0.0 | 0.00 | 0.0 | 2.00 | 10.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000137 | 0.000196 | 0.000000 | 0.000000 | 0.000000 | 0.000248 | 0.001202 | 180.0 | 0.999863 | 0.000196 | 0.998798 | 0.999752 | 1.000000 | 1.000000 | 1.000000 | 180.0 | 8245.683333 | 3262.685987 | 2500.0 | 6028.00 | 7695.0 | 9547.25 | 24303.0 | 180.0 | 1508.633333 | 1601.811404 | 1.0 | 13.00 | 1551.0 | 2494.75 | 8232.0 | 180.0 | 0.215061 | 0.222578 | 0.000195 | 0.001355 | 0.316867 | 0.345444 | 0.999309 | 180.0 | 0.215022 | 0.222538 | 0.000195 | 0.001355 | 0.316771 | 0.345415 | 0.998850 | 180.0 | 1.110190 | 0.304124 | 0.613316 | 0.903432 | 1.042473 | 1.250378 | 2.633375 |
| IISNP91 | 91.0 | 0.200297 | 0.223968 | -0.001966 | -0.001259 | 0.000241 | 0.442218 | 0.488362 | 180.0 | 1440.705556 | 1103.228349 | 148.0 | 674.75 | 1194.5 | 1758.25 | 6738.0 | 180.0 | 437.544444 | 693.341906 | 0.0 | 0.00 | 2.0 | 718.50 | 4139.0 | 180.0 | 0.292708 | 0.347464 | 0.000000 | 0.000000 | 0.003246 | 0.555268 | 1.000000 | 180.0 | 0.292674 | 0.347426 | 0.000000 | 0.000000 | 0.003246 | 0.554963 | 1.000000 | 91.0 | 0.001358 | 0.000337 | 0.000906 | 0.001052 | 0.001167 | 0.001673 | 0.002002 | 180.0 | 0.157893 | 0.215058 | 0.000000 | 0.000000 | 0.001544 | 0.434182 | 0.495495 | 180.0 | 0.157873 | 0.215031 | 0.000000 | 0.000000 | 0.001544 | 0.434182 | 0.495495 | 180.0 | 0.266667 | 0.697962 | 0.0 | 0.00 | 0.0 | 0.00 | 5.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000207 | 0.000669 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.005525 | 180.0 | 0.999793 | 0.000669 | 0.994475 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 180.0 | 1440.438889 | 1103.075853 | 148.0 | 674.75 | 1193.5 | 1756.75 | 6737.0 | 180.0 | 1002.894444 | 963.577004 | 0.0 | 403.75 | 723.0 | 1263.75 | 5775.0 | 180.0 | 0.707292 | 0.347464 | 0.000000 | 0.444732 | 0.996754 | 1.000000 | 1.000000 | 180.0 | 0.707119 | 0.347350 | 0.000000 | 0.444732 | 0.996495 | 1.000000 | 1.000000 | 180.0 | 0.189018 | 0.119675 | 0.029148 | 0.103352 | 0.155572 | 0.247954 | 0.687672 |
| IISNP92 | 160.0 | 0.378315 | 0.183494 | -0.001300 | 0.362222 | 0.471235 | 0.486433 | 0.498821 | 180.0 | 9237.922222 | 2923.567193 | 3609.0 | 7300.25 | 8809.0 | 10815.50 | 18937.0 | 180.0 | 4085.794444 | 2413.020495 | 0.0 | 2935.75 | 4194.0 | 5388.75 | 11819.0 | 180.0 | 0.435142 | 0.216945 | 0.000000 | 0.458972 | 0.508324 | 0.526865 | 0.999558 | 180.0 | 0.435079 | 0.216911 | 0.000000 | 0.458913 | 0.508170 | 0.526716 | 0.999523 | 160.0 | 0.001402 | 0.000324 | 0.000838 | 0.001062 | 0.001497 | 0.001687 | 0.002116 | 180.0 | 0.374536 | 0.188324 | 0.000000 | 0.362854 | 0.472018 | 0.487337 | 0.499895 | 180.0 | 0.374483 | 0.188298 | 0.000000 | 0.362816 | 0.471988 | 0.487166 | 0.499895 | 180.0 | 1.316667 | 1.676239 | 0.0 | 0.00 | 1.0 | 2.00 | 9.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000144 | 0.000192 | 0.000000 | 0.000000 | 0.000103 | 0.000216 | 0.001127 | 180.0 | 0.999856 | 0.000192 | 0.998873 | 0.999784 | 0.999897 | 1.000000 | 1.000000 | 180.0 | 9236.605556 | 2923.243283 | 3607.0 | 7297.75 | 8809.0 | 10813.50 | 18935.0 | 180.0 | 5150.811111 | 2358.185165 | 3.0 | 3615.25 | 4608.0 | 6321.00 | 13670.0 | 180.0 | 0.564858 | 0.216945 | 0.000442 | 0.473135 | 0.491676 | 0.541028 | 1.000000 | 180.0 | 0.564777 | 0.216911 | 0.000442 | 0.473001 | 0.491567 | 0.540959 | 1.000000 | 180.0 | 1.252187 | 0.241363 | 0.644183 | 1.085005 | 1.214423 | 1.345689 | 2.013212 |
| IISNP93 | 160.0 | 0.096555 | 0.193329 | -0.000213 | -0.000040 | 0.000234 | 0.001306 | 0.499176 | 180.0 | 8362.950000 | 3718.250442 | 2522.0 | 6152.00 | 7626.5 | 9585.75 | 24428.0 | 180.0 | 3455.655556 | 4077.875800 | 0.0 | 2.00 | 2067.5 | 6591.00 | 21794.0 | 180.0 | 0.419548 | 0.431382 | 0.000000 | 0.000266 | 0.464619 | 0.999185 | 1.000000 | 180.0 | 0.419224 | 0.431120 | 0.000000 | 0.000265 | 0.464196 | 0.998316 | 1.000000 | 160.0 | 0.000180 | 0.000017 | 0.000144 | 0.000165 | 0.000180 | 0.000192 | 0.000220 | 180.0 | 0.112139 | 0.203278 | 0.000000 | 0.000133 | 0.000427 | 0.001754 | 0.499325 | 180.0 | 0.111993 | 0.203013 | 0.000000 | 0.000133 | 0.000427 | 0.001749 | 0.498905 | 180.0 | 12.094444 | 14.866143 | 0.0 | 4.00 | 9.0 | 16.00 | 130.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.001546 | 0.002228 | 0.000000 | 0.000601 | 0.001095 | 0.001773 | 0.019608 | 180.0 | 0.998454 | 0.002228 | 0.980392 | 0.998227 | 0.998905 | 0.999399 | 1.000000 | 180.0 | 8350.855556 | 3715.931131 | 2522.0 | 6147.75 | 7623.0 | 9566.75 | 24412.0 | 180.0 | 4895.200000 | 4590.891731 | 0.0 | 6.00 | 4554.5 | 7980.75 | 21693.0 | 180.0 | 0.580452 | 0.431382 | 0.000000 | 0.000815 | 0.535381 | 0.999734 | 1.000000 | 180.0 | 0.579230 | 0.430367 | 0.000000 | 0.000815 | 0.534982 | 0.997876 | 0.999775 | 180.0 | 1.192295 | 0.667759 | 0.433076 | 0.857340 | 1.006292 | 1.165251 | 4.202729 |
| IISNP94 | 160.0 | 0.144808 | 0.221907 | -0.000235 | -0.000146 | 0.000196 | 0.469044 | 0.499750 | 180.0 | 13327.183333 | 3591.671675 | 5230.0 | 10579.25 | 13023.0 | 15513.75 | 24616.0 | 180.0 | 4425.433333 | 5543.325841 | 0.0 | 0.00 | 7.5 | 7599.75 | 21007.0 | 180.0 | 0.336372 | 0.389649 | 0.000000 | 0.000000 | 0.000593 | 0.527868 | 1.000000 | 180.0 | 0.336308 | 0.389575 | 0.000000 | 0.000000 | 0.000593 | 0.527818 | 1.000000 | 160.0 | 0.000180 | 0.000019 | 0.000145 | 0.000165 | 0.000180 | 0.000192 | 0.000235 | 180.0 | 0.139585 | 0.219375 | 0.000000 | 0.000000 | 0.000319 | 0.468182 | 0.499936 | 180.0 | 0.139558 | 0.219332 | 0.000000 | 0.000000 | 0.000319 | 0.467968 | 0.499807 | 180.0 | 3.088889 | 4.700278 | 0.0 | 0.00 | 2.0 | 4.00 | 47.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000222 | 0.000285 | 0.000000 | 0.000000 | 0.000160 | 0.000320 | 0.002604 | 180.0 | 0.999778 | 0.000285 | 0.997396 | 0.999680 | 0.999840 | 1.000000 | 1.000000 | 180.0 | 13324.094444 | 3590.181400 | 5228.0 | 10578.50 | 13022.0 | 15508.25 | 24606.0 | 180.0 | 8898.661111 | 6037.491159 | 0.0 | 4694.75 | 8911.0 | 13404.75 | 24606.0 | 180.0 | 0.663628 | 0.389649 | 0.000000 | 0.472132 | 0.999407 | 1.000000 | 1.000000 | 180.0 | 0.663471 | 0.389548 | 0.000000 | 0.472087 | 0.998654 | 0.999684 | 1.000000 | 180.0 | 1.813141 | 0.263887 | 0.856835 | 1.648142 | 1.798063 | 1.933380 | 2.793386 |
| IISNP95 | 160.0 | 0.180296 | 0.233453 | -0.000219 | -0.000162 | 0.000417 | 0.475961 | 0.498911 | 180.0 | 4519.000000 | 1473.212220 | 1524.0 | 3482.00 | 4304.0 | 5470.25 | 9675.0 | 180.0 | 2338.805556 | 1861.239775 | 0.0 | 3.00 | 2363.5 | 3485.25 | 7397.0 | 180.0 | 0.526038 | 0.383940 | 0.000000 | 0.000863 | 0.497595 | 0.999345 | 1.000000 | 180.0 | 0.525691 | 0.383798 | 0.000000 | 0.000863 | 0.497071 | 0.998674 | 1.000000 | 160.0 | 0.000180 | 0.000018 | 0.000144 | 0.000166 | 0.000180 | 0.000192 | 0.000220 | 180.0 | 0.197666 | 0.237013 | 0.000000 | 0.000000 | 0.000711 | 0.478295 | 0.499098 | 180.0 | 0.197455 | 0.236761 | 0.000000 | 0.000000 | 0.000710 | 0.478111 | 0.499016 | 180.0 | 4.177778 | 4.192512 | 0.0 | 1.00 | 3.0 | 6.00 | 28.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000924 | 0.000957 | 0.000000 | 0.000295 | 0.000765 | 0.001242 | 0.006929 | 180.0 | 0.999076 | 0.000957 | 0.993071 | 0.998758 | 0.999235 | 0.999705 | 1.000000 | 180.0 | 4514.822222 | 1471.995313 | 1524.0 | 3481.00 | 4303.5 | 5463.25 | 9663.0 | 180.0 | 2176.016667 | 1955.149626 | 0.0 | 2.00 | 2149.5 | 3379.75 | 9663.0 | 180.0 | 0.473962 | 0.383940 | 0.000000 | 0.000655 | 0.502405 | 0.999137 | 1.000000 | 180.0 | 0.473385 | 0.383433 | 0.000000 | 0.000655 | 0.501876 | 0.996260 | 0.999757 | 180.0 | 0.619315 | 0.164257 | 0.255157 | 0.512317 | 0.605839 | 0.706676 | 1.121069 |
| IISNP96 | 160.0 | 0.230205 | 0.240125 | -0.000235 | -0.000090 | 0.000270 | 0.480335 | 0.499127 | 180.0 | 14398.200000 | 3465.611056 | 2004.0 | 12156.00 | 14337.5 | 16509.50 | 24696.0 | 180.0 | 9720.805556 | 4802.088116 | 1.0 | 6902.25 | 8741.0 | 13414.50 | 24694.0 | 180.0 | 0.686304 | 0.299491 | 0.000046 | 0.503941 | 0.534759 | 0.999883 | 1.000000 | 180.0 | 0.686168 | 0.299460 | 0.000046 | 0.503831 | 0.534611 | 0.999761 | 1.000000 | 160.0 | 0.000182 | 0.000019 | 0.000144 | 0.000166 | 0.000181 | 0.000196 | 0.000235 | 180.0 | 0.242399 | 0.240559 | 0.000000 | 0.000099 | 0.429980 | 0.484485 | 0.499313 | 180.0 | 0.242334 | 0.240495 | 0.000000 | 0.000099 | 0.429928 | 0.484444 | 0.499254 | 180.0 | 3.216667 | 3.909986 | 0.0 | 0.00 | 2.0 | 4.00 | 26.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000223 | 0.000273 | 0.000000 | 0.000000 | 0.000152 | 0.000295 | 0.001805 | 180.0 | 0.999777 | 0.000273 | 0.998195 | 0.999705 | 0.999848 | 1.000000 | 1.000000 | 180.0 | 14394.983333 | 3465.135915 | 2004.0 | 12155.25 | 14336.5 | 16505.00 | 24694.0 | 180.0 | 4674.177778 | 4743.994449 | 0.0 | 2.00 | 5414.0 | 7816.00 | 21640.0 | 180.0 | 0.313696 | 0.299491 | 0.000000 | 0.000117 | 0.465241 | 0.496059 | 0.999954 | 180.0 | 0.313608 | 0.299402 | 0.000000 | 0.000117 | 0.465113 | 0.495951 | 0.999935 | 180.0 | 1.977333 | 0.313715 | 0.228981 | 1.784816 | 1.985249 | 2.207706 | 2.810467 |
| IISNP97 | 160.0 | 0.198572 | 0.216164 | -0.000184 | 0.000446 | 0.001765 | 0.426840 | 0.499486 | 180.0 | 11215.211111 | 3610.441266 | 2900.0 | 8578.00 | 10846.0 | 13400.00 | 23324.0 | 180.0 | 3849.744444 | 3800.119357 | 0.0 | 8.00 | 3735.5 | 5719.50 | 16304.0 | 180.0 | 0.348734 | 0.317645 | 0.000000 | 0.000807 | 0.360270 | 0.510560 | 0.999513 | 180.0 | 0.348485 | 0.317387 | 0.000000 | 0.000806 | 0.360128 | 0.510389 | 0.999116 | 160.0 | 0.000179 | 0.000018 | 0.000143 | 0.000166 | 0.000178 | 0.000191 | 0.000228 | 180.0 | 0.223019 | 0.216242 | 0.000000 | 0.000677 | 0.328228 | 0.454022 | 0.499698 | 180.0 | 0.222877 | 0.216106 | 0.000000 | 0.000676 | 0.328030 | 0.453841 | 0.499498 | 180.0 | 7.422222 | 6.245406 | 0.0 | 3.00 | 6.0 | 10.00 | 43.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000659 | 0.000527 | 0.000000 | 0.000326 | 0.000517 | 0.000882 | 0.003420 | 180.0 | 0.999341 | 0.000527 | 0.996580 | 0.999118 | 0.999483 | 0.999674 | 1.000000 | 180.0 | 11207.788889 | 3608.203169 | 2899.0 | 8569.75 | 10842.0 | 13394.00 | 23321.0 | 180.0 | 7358.044444 | 4560.188072 | 6.0 | 4444.25 | 6670.5 | 10633.25 | 22631.0 | 180.0 | 0.651266 | 0.317645 | 0.000487 | 0.489440 | 0.639730 | 0.999193 | 1.000000 | 180.0 | 0.650856 | 0.317449 | 0.000486 | 0.489087 | 0.639478 | 0.998441 | 1.000000 | 180.0 | 1.508114 | 0.257719 | 0.744155 | 1.319080 | 1.527237 | 1.675380 | 2.355646 |
| IISNP98 | 160.0 | 0.276461 | 0.217102 | -0.000198 | 0.000469 | 0.421802 | 0.459635 | 0.499489 | 180.0 | 7640.716667 | 1898.320641 | 3435.0 | 6257.25 | 7660.0 | 9013.00 | 12288.0 | 180.0 | 4376.588889 | 2704.935420 | 1.0 | 2864.75 | 4267.5 | 5502.50 | 12284.0 | 180.0 | 0.573608 | 0.308256 | 0.000122 | 0.492447 | 0.542010 | 0.997101 | 1.000000 | 180.0 | 0.573489 | 0.308203 | 0.000122 | 0.492241 | 0.541940 | 0.996791 | 1.000000 | 160.0 | 0.000181 | 0.000019 | 0.000143 | 0.000166 | 0.000179 | 0.000193 | 0.000235 | 180.0 | 0.271935 | 0.219468 | 0.000000 | 0.000627 | 0.421979 | 0.461356 | 0.499669 | 180.0 | 0.271873 | 0.219417 | 0.000000 | 0.000627 | 0.421902 | 0.461277 | 0.499614 | 180.0 | 1.788889 | 2.608514 | 0.0 | 0.00 | 1.0 | 2.00 | 21.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000224 | 0.000286 | 0.000000 | 0.000000 | 0.000164 | 0.000291 | 0.001928 | 180.0 | 0.999776 | 0.000286 | 0.998072 | 0.999709 | 0.999836 | 1.000000 | 1.000000 | 180.0 | 7638.927778 | 1897.532862 | 3434.0 | 6255.50 | 7660.0 | 9008.75 | 12287.0 | 180.0 | 3262.338889 | 2544.570024 | 0.0 | 25.25 | 3378.5 | 4593.75 | 10221.0 | 180.0 | 0.426392 | 0.308256 | 0.000000 | 0.002899 | 0.457990 | 0.507553 | 0.999878 | 180.0 | 0.426287 | 0.308172 | 0.000000 | 0.002899 | 0.457930 | 0.507341 | 0.999878 | 180.0 | 1.041497 | 0.135165 | 0.798011 | 0.937487 | 1.033364 | 1.142928 | 1.527022 |
| IISNP99 | 160.0 | 0.251175 | 0.239850 | -0.000219 | 0.000081 | 0.446573 | 0.481980 | 0.499796 | 180.0 | 10246.255556 | 2451.692673 | 4392.0 | 8259.50 | 10374.5 | 12106.50 | 15518.0 | 180.0 | 5595.816667 | 3788.073282 | 0.0 | 3582.25 | 5587.0 | 7554.25 | 14999.0 | 180.0 | 0.545541 | 0.343848 | 0.000000 | 0.467842 | 0.507171 | 0.999380 | 1.000000 | 180.0 | 0.545351 | 0.343718 | 0.000000 | 0.467742 | 0.506945 | 0.998794 | 1.000000 | 160.0 | 0.000180 | 0.000018 | 0.000144 | 0.000166 | 0.000178 | 0.000191 | 0.000220 | 180.0 | 0.250398 | 0.240141 | 0.000000 | 0.000265 | 0.446758 | 0.483118 | 0.499947 | 180.0 | 0.250317 | 0.240064 | 0.000000 | 0.000265 | 0.446652 | 0.483017 | 0.499894 | 180.0 | 3.694444 | 3.812794 | 0.0 | 1.00 | 3.0 | 5.00 | 20.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000352 | 0.000396 | 0.000000 | 0.000077 | 0.000286 | 0.000469 | 0.003030 | 180.0 | 0.999648 | 0.000396 | 0.996970 | 0.999531 | 0.999714 | 0.999923 | 1.000000 | 180.0 | 10242.561111 | 2450.454429 | 4392.0 | 8254.25 | 10373.5 | 12101.75 | 15515.0 | 180.0 | 4646.744444 | 3671.428355 | 0.0 | 5.75 | 5042.5 | 6669.25 | 14556.0 | 180.0 | 0.454459 | 0.343848 | 0.000000 | 0.000620 | 0.492829 | 0.532158 | 1.000000 | 180.0 | 0.454297 | 0.343713 | 0.000000 | 0.000620 | 0.492634 | 0.532044 | 1.000000 | 180.0 | 1.402202 | 0.202970 | 0.819258 | 1.261200 | 1.417866 | 1.531932 | 1.895755 |
265 rows × 136 columns
AV_SNP_stats.to_csv('AV_SNP_error_background(+more)_general_stats.csv')
SNP_cov['SNP_NAME'] = SNP_cov.index
missing_snps = SNP_cov[~SNP_cov.index.isin(AV_SNP_stats.index)]
for ghost_snp in missing_snps.index:
AV_SNP_stats.loc[ghost_snp,:] = np.nan
AV_SNP_stats
| ADJUSTEDFREQUENCY | ALL_READS | ALT_COUNT | ALT_FREQ | ALT_FREQ_TOTAL | BACKGROUND | DONORFREQUENCY | DONORFREQUENCYTOTAL | ERR_COUNT | ERR_FREQ_FIXED | ERR_FREQ_TOTAL | REFALTFRACTION | REF_ALT_READS | REF_COUNT | REF_FREQ | REF_FREQ_TOTAL | RELATIVE_COVERAGE | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | count | mean | std | min | 25% | 50% | 75% | max | |
| SNP_NAME | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| IISNP1 | 160.0 | 0.131740 | 0.201029 | -0.000228 | -0.000155 | 0.000303 | 0.353112 | 0.499579 | 180.0 | 3595.772222 | 1375.354458 | 1136.0 | 2685.00 | 3553.5 | 4373.25 | 12089.0 | 180.0 | 2822.655556 | 1628.832122 | 0.0 | 1733.75 | 2556.5 | 3857.25 | 12052.0 | 180.0 | 0.792703 | 0.300662 | 0.000000 | 0.502526 | 0.999424 | 1.000000 | 1.000000 | 180.0 | 0.792463 | 0.300575 | 0.000000 | 0.502526 | 0.999158 | 0.999710 | 1.000000 | 160.0 | 0.000182 | 0.000019 | 0.000144 | 0.000167 | 0.000181 | 0.000194 | 0.000235 | 180.0 | 0.133104 | 0.202945 | 0.0 | 0.000000 | 0.000466 | 0.361941 | 0.499751 | 180.0 | 0.133063 | 0.202885 | 0.0 | 0.000000 | 0.000466 | 0.361793 | 0.499751 | 180.0 | 1.033333 | 1.931509 | 0.0 | 0.00 | 0.0 | 1.00 | 13.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000300 | 0.000625 | 0.000000 | 0.000000 | 0.000000 | 0.000383 | 0.005100 | 180.0 | 0.999700 | 0.000625 | 0.994900 | 0.999617 | 1.000000 | 1.000000 | 1.000000 | 180.0 | 3594.738889 | 1375.091129 | 1136.0 | 2685.00 | 3553.5 | 4372.00 | 12087.0 | 180.0 | 772.083333 | 1204.692134 | 0.0 | 0.00 | 2.0 | 1525.25 | 5147.0 | 180.0 | 0.207297 | 0.300662 | 0.000000 | 0.000000 | 0.000576 | 0.497474 | 1.000000 | 180.0 | 0.207237 | 0.300579 | 0.000000 | 0.000000 | 0.000576 | 0.497474 | 1.000000 | 180.0 | 0.488795 | 0.149135 | 0.201477 | 0.390143 | 0.482366 | 0.573925 | 1.375175 |
| IISNP10 | 53.0 | 0.251690 | 0.240454 | -0.000379 | -0.000321 | 0.445130 | 0.480009 | 0.498052 | 180.0 | 1009.005556 | 759.032260 | 26.0 | 526.00 | 761.5 | 1233.25 | 4153.0 | 180.0 | 280.238889 | 398.630510 | 0.0 | 0.00 | 95.0 | 424.25 | 2203.0 | 180.0 | 0.284186 | 0.300977 | 0.000000 | 0.000000 | 0.359272 | 0.502253 | 1.000000 | 180.0 | 0.284094 | 0.300881 | 0.000000 | 0.000000 | 0.359272 | 0.502100 | 1.000000 | 53.0 | 0.000336 | 0.000036 | 0.000236 | 0.000317 | 0.000332 | 0.000349 | 0.000435 | 180.0 | 0.208757 | 0.228312 | 0.0 | 0.000000 | 0.003038 | 0.466164 | 0.498994 | 180.0 | 0.208687 | 0.228231 | 0.0 | 0.000000 | 0.003033 | 0.465101 | 0.498994 | 180.0 | 0.400000 | 1.054917 | 0.0 | 0.00 | 0.0 | 0.00 | 8.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000366 | 0.001044 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.008475 | 180.0 | 0.999634 | 0.001044 | 0.991525 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 180.0 | 1008.605556 | 758.735279 | 26.0 | 526.00 | 761.5 | 1233.00 | 4153.0 | 180.0 | 728.366667 | 638.123374 | 0.0 | 311.25 | 553.0 | 973.25 | 3734.0 | 180.0 | 0.715814 | 0.300977 | 0.000000 | 0.497747 | 0.640728 | 1.000000 | 1.000000 | 180.0 | 0.715540 | 0.300842 | 0.000000 | 0.497594 | 0.640728 | 0.999611 | 1.000000 | 180.0 | 0.137662 | 0.098490 | 0.005890 | 0.074357 | 0.103696 | 0.174699 | 0.534824 |
| IISNP100 | 160.0 | 0.262789 | 0.241652 | -0.000216 | -0.000026 | 0.464466 | 0.486461 | 0.499607 | 180.0 | 5093.600000 | 1388.917876 | 1573.0 | 4141.25 | 4993.5 | 5709.50 | 9906.0 | 180.0 | 1738.822222 | 1530.142653 | 0.0 | 1.00 | 2049.0 | 2760.75 | 5467.0 | 180.0 | 0.349730 | 0.296289 | 0.000000 | 0.000193 | 0.488292 | 0.515357 | 1.000000 | 180.0 | 0.349629 | 0.296207 | 0.000000 | 0.000193 | 0.488292 | 0.515186 | 1.000000 | 160.0 | 0.000181 | 0.000018 | 0.000144 | 0.000166 | 0.000180 | 0.000193 | 0.000235 | 180.0 | 0.271129 | 0.240459 | 0.0 | 0.000184 | 0.466634 | 0.486767 | 0.499807 | 180.0 | 0.271050 | 0.240389 | 0.0 | 0.000184 | 0.466366 | 0.486628 | 0.499615 | 180.0 | 1.466667 | 1.779461 | 0.0 | 0.00 | 1.0 | 2.00 | 14.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000282 | 0.000325 | 0.000000 | 0.000000 | 0.000230 | 0.000412 | 0.002644 | 180.0 | 0.999718 | 0.000325 | 0.997356 | 0.999588 | 0.999770 | 1.000000 | 1.000000 | 180.0 | 5092.133333 | 1388.351216 | 1571.0 | 4139.50 | 4993.0 | 5706.75 | 9906.0 | 180.0 | 3353.311111 | 1778.830183 | 0.0 | 2144.00 | 2865.5 | 4712.75 | 8266.0 | 180.0 | 0.650270 | 0.296289 | 0.000000 | 0.484643 | 0.511708 | 0.999807 | 1.000000 | 180.0 | 0.650089 | 0.296214 | 0.000000 | 0.484533 | 0.511708 | 0.999560 | 1.000000 | 180.0 | 0.695763 | 0.115497 | 0.262213 | 0.626391 | 0.684805 | 0.770081 | 0.954757 |
| IISNP101 | 159.0 | 0.223176 | 0.219114 | -0.000207 | -0.000039 | 0.301633 | 0.442615 | 0.499027 | 180.0 | 9205.144444 | 4186.200216 | 138.0 | 6350.75 | 8153.0 | 11545.50 | 22461.0 | 180.0 | 3854.461111 | 3866.347231 | 0.0 | 3.00 | 3704.5 | 5596.75 | 18944.0 | 180.0 | 0.409406 | 0.330555 | 0.000000 | 0.000341 | 0.519460 | 0.577214 | 1.000000 | 180.0 | 0.409234 | 0.330435 | 0.000000 | 0.000341 | 0.519179 | 0.577024 | 1.000000 | 159.0 | 0.000180 | 0.000018 | 0.000144 | 0.000165 | 0.000179 | 0.000193 | 0.000228 | 180.0 | 0.238929 | 0.221316 | 0.0 | 0.000160 | 0.311601 | 0.453455 | 0.500000 | 180.0 | 0.238817 | 0.221210 | 0.0 | 0.000160 | 0.311532 | 0.452763 | 0.499925 | 180.0 | 4.683333 | 4.771277 | 0.0 | 1.00 | 3.0 | 6.25 | 27.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000492 | 0.000418 | 0.000000 | 0.000182 | 0.000385 | 0.000712 | 0.002224 | 180.0 | 0.999508 | 0.000418 | 0.997776 | 0.999288 | 0.999615 | 0.999818 | 1.000000 | 180.0 | 9200.461111 | 4183.971408 | 138.0 | 6349.50 | 8150.5 | 11537.25 | 22460.0 | 180.0 | 5346.000000 | 3978.231859 | 0.0 | 2944.75 | 4464.5 | 6949.50 | 18602.0 | 180.0 | 0.590594 | 0.330555 | 0.000000 | 0.422786 | 0.480540 | 0.999659 | 1.000000 | 180.0 | 0.590274 | 0.330345 | 0.000000 | 0.422646 | 0.480291 | 0.998979 | 1.000000 | 180.0 | 1.230206 | 0.415430 | 0.020206 | 0.935237 | 1.184647 | 1.453349 | 2.800127 |
| IISNP102 | 154.0 | 0.307819 | 0.233596 | -0.000220 | 0.000208 | 0.476467 | 0.489669 | 0.499281 | 180.0 | 11814.683333 | 2747.959199 | 4770.0 | 9740.75 | 11796.0 | 13685.25 | 17589.0 | 180.0 | 7065.794444 | 3572.885030 | 1.0 | 5029.25 | 6327.5 | 8604.75 | 16611.0 | 180.0 | 0.619883 | 0.279085 | 0.000111 | 0.494869 | 0.514725 | 0.999421 | 1.000000 | 180.0 | 0.602202 | 0.271028 | 0.000111 | 0.491056 | 0.513230 | 0.998947 | 1.000000 | 154.0 | 0.000181 | 0.000019 | 0.000144 | 0.000167 | 0.000182 | 0.000192 | 0.000235 | 180.0 | 0.305934 | 0.233386 | 0.0 | 0.000437 | 0.474149 | 0.487590 | 0.499425 | 180.0 | 0.305790 | 0.233307 | 0.0 | 0.000408 | 0.473624 | 0.487493 | 0.499141 | 180.0 | 232.944444 | 1253.389642 | 0.0 | 1.00 | 3.0 | 6.00 | 9089.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.017853 | 0.094499 | 0.000000 | 0.000091 | 0.000260 | 0.000504 | 0.542402 | 180.0 | 0.982147 | 0.094499 | 0.457598 | 0.999496 | 0.999740 | 0.999909 | 1.000000 | 180.0 | 11581.738889 | 2887.734045 | 4645.0 | 9348.75 | 11617.0 | 13574.75 | 17571.0 | 180.0 | 4515.944444 | 3499.967433 | 0.0 | 7.00 | 5100.5 | 6694.50 | 14474.0 | 180.0 | 0.380117 | 0.279085 | 0.000000 | 0.000579 | 0.485275 | 0.505131 | 0.999889 | 180.0 | 0.379946 | 0.278998 | 0.000000 | 0.000549 | 0.484990 | 0.505064 | 0.999492 | 180.0 | 1.615908 | 0.202820 | 1.045401 | 1.489849 | 1.599965 | 1.735257 | 2.248545 |
| IISNP103 | 160.0 | 0.233118 | 0.242007 | -0.000200 | 0.000436 | 0.004063 | 0.488260 | 0.499552 | 180.0 | 8170.227778 | 2210.992971 | 2749.0 | 6592.50 | 8135.5 | 9521.25 | 15863.0 | 180.0 | 4465.600000 | 3230.227200 | 0.0 | 2408.50 | 4509.0 | 6561.75 | 12387.0 | 180.0 | 0.540417 | 0.357612 | 0.000000 | 0.462053 | 0.503474 | 0.996258 | 1.000000 | 180.0 | 0.540295 | 0.357534 | 0.000000 | 0.462011 | 0.503331 | 0.996188 | 1.000000 | 160.0 | 0.000180 | 0.000018 | 0.000143 | 0.000165 | 0.000181 | 0.000192 | 0.000235 | 180.0 | 0.233912 | 0.241518 | 0.0 | 0.000612 | 0.004510 | 0.487815 | 0.499743 | 180.0 | 0.233858 | 0.241462 | 0.0 | 0.000612 | 0.004508 | 0.487687 | 0.499743 | 180.0 | 1.755556 | 2.134113 | 0.0 | 0.00 | 1.0 | 2.00 | 17.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000214 | 0.000242 | 0.000000 | 0.000000 | 0.000139 | 0.000294 | 0.001553 | 180.0 | 0.999786 | 0.000242 | 0.998447 | 0.999706 | 0.999861 | 1.000000 | 1.000000 | 180.0 | 8168.472222 | 2210.405098 | 2749.0 | 6591.25 | 8135.0 | 9520.25 | 15860.0 | 180.0 | 3702.872222 | 3075.644855 | 0.0 | 31.75 | 3669.0 | 5470.25 | 11512.0 | 180.0 | 0.459583 | 0.357612 | 0.000000 | 0.003742 | 0.496526 | 0.537947 | 1.000000 | 180.0 | 0.459490 | 0.357551 | 0.000000 | 0.003742 | 0.496395 | 0.537899 | 1.000000 | 180.0 | 1.123931 | 0.240229 | 0.541998 | 0.966096 | 1.114628 | 1.288552 | 1.742996 |
| IISNP104 | 160.0 | 0.215182 | 0.230983 | -0.000216 | -0.000034 | 0.001103 | 0.468360 | 0.499004 | 180.0 | 5412.938889 | 2462.062548 | 1124.0 | 3532.50 | 5224.5 | 7016.00 | 12103.0 | 180.0 | 2046.061111 | 2315.334828 | 0.0 | 2.00 | 1556.0 | 3311.50 | 10845.0 | 180.0 | 0.366227 | 0.348548 | 0.000000 | 0.000317 | 0.448536 | 0.514749 | 1.000000 | 180.0 | 0.366190 | 0.348512 | 0.000000 | 0.000317 | 0.448536 | 0.514749 | 1.000000 | 160.0 | 0.000182 | 0.000019 | 0.000144 | 0.000167 | 0.000181 | 0.000196 | 0.000235 | 180.0 | 0.206199 | 0.229520 | 0.0 | 0.000000 | 0.001040 | 0.466219 | 0.499216 | 180.0 | 0.206179 | 0.229498 | 0.0 | 0.000000 | 0.001040 | 0.466219 | 0.499216 | 180.0 | 0.777778 | 1.964932 | 0.0 | 0.00 | 0.0 | 1.00 | 20.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000149 | 0.000389 | 0.000000 | 0.000000 | 0.000000 | 0.000160 | 0.003561 | 180.0 | 0.999851 | 0.000389 | 0.996439 | 0.999840 | 1.000000 | 1.000000 | 1.000000 | 180.0 | 5412.161111 | 2461.813056 | 1124.0 | 3532.50 | 5224.5 | 7016.00 | 12103.0 | 180.0 | 3366.100000 | 2508.636457 | 0.0 | 1601.75 | 3071.0 | 4854.25 | 12097.0 | 180.0 | 0.633773 | 0.348548 | 0.000000 | 0.485251 | 0.551464 | 0.999683 | 1.000000 | 180.0 | 0.633662 | 0.348464 | 0.000000 | 0.485251 | 0.551464 | 0.999432 | 1.000000 | 180.0 | 0.747092 | 0.320297 | 0.204758 | 0.475692 | 0.715003 | 1.016219 | 1.587612 |
| IISNP105 | 147.0 | 0.238100 | 0.228841 | -0.000220 | -0.000027 | 0.321422 | 0.476655 | 0.499426 | 180.0 | 5940.944444 | 3953.390391 | 295.0 | 2864.50 | 5066.5 | 8534.50 | 18517.0 | 180.0 | 2059.961111 | 2792.138674 | 0.0 | 0.00 | 811.0 | 3634.00 | 14868.0 | 180.0 | 0.327925 | 0.322795 | 0.000000 | 0.000000 | 0.494270 | 0.531233 | 1.000000 | 180.0 | 0.327816 | 0.322673 | 0.000000 | 0.000000 | 0.494174 | 0.531113 | 1.000000 | 147.0 | 0.000179 | 0.000018 | 0.000144 | 0.000165 | 0.000180 | 0.000191 | 0.000220 | 180.0 | 0.215107 | 0.228810 | 0.0 | 0.000000 | 0.001651 | 0.472845 | 0.499603 | 180.0 | 0.215044 | 0.228746 | 0.0 | 0.000000 | 0.001648 | 0.472809 | 0.499107 | 180.0 | 2.144444 | 3.112638 | 0.0 | 0.00 | 1.0 | 3.00 | 27.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000364 | 0.000541 | 0.000000 | 0.000000 | 0.000201 | 0.000520 | 0.003384 | 180.0 | 0.999636 | 0.000541 | 0.996616 | 0.999480 | 0.999799 | 1.000000 | 1.000000 | 180.0 | 5938.800000 | 3951.778520 | 295.0 | 2861.75 | 5066.5 | 8530.75 | 18507.0 | 180.0 | 3878.838889 | 3435.513672 | 0.0 | 1386.75 | 3002.0 | 5142.75 | 16645.0 | 180.0 | 0.672075 | 0.322795 | 0.000000 | 0.468767 | 0.505730 | 1.000000 | 1.000000 | 180.0 | 0.671820 | 0.322642 | 0.000000 | 0.468670 | 0.505632 | 0.999596 | 1.000000 | 180.0 | 0.769495 | 0.432168 | 0.061647 | 0.435917 | 0.735755 | 1.073280 | 1.828168 |
| IISNP106 | 160.0 | 0.237125 | 0.223951 | -0.000202 | 0.000294 | 0.317091 | 0.478227 | 0.498721 | 180.0 | 9447.544444 | 2762.565398 | 3461.0 | 7353.50 | 9366.0 | 11436.75 | 16873.0 | 180.0 | 6857.766667 | 3519.119595 | 0.0 | 4561.75 | 6229.0 | 9021.50 | 16835.0 | 180.0 | 0.720753 | 0.282089 | 0.000000 | 0.502819 | 0.674514 | 0.999590 | 1.000000 | 180.0 | 0.720216 | 0.281828 | 0.000000 | 0.502312 | 0.674322 | 0.998739 | 0.999860 | 160.0 | 0.000178 | 0.000017 | 0.000144 | 0.000164 | 0.000178 | 0.000190 | 0.000219 | 180.0 | 0.221369 | 0.224744 | 0.0 | 0.000381 | 0.294231 | 0.476127 | 0.498938 | 180.0 | 0.221229 | 0.224599 | 0.0 | 0.000380 | 0.294051 | 0.475870 | 0.498899 | 180.0 | 6.944444 | 6.122330 | 0.0 | 3.00 | 6.0 | 9.00 | 37.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000701 | 0.000519 | 0.000000 | 0.000329 | 0.000613 | 0.000884 | 0.002561 | 180.0 | 0.999299 | 0.000519 | 0.997439 | 0.999116 | 0.999387 | 0.999671 | 1.000000 | 180.0 | 9440.600000 | 2759.396745 | 3459.0 | 7351.50 | 9364.5 | 11430.75 | 16837.0 | 180.0 | 2582.833333 | 2793.560453 | 0.0 | 4.00 | 2452.0 | 4731.50 | 12946.0 | 180.0 | 0.279247 | 0.282089 | 0.000000 | 0.000410 | 0.325486 | 0.497181 | 1.000000 | 180.0 | 0.279083 | 0.281941 | 0.000000 | 0.000410 | 0.325394 | 0.496679 | 0.999614 | 180.0 | 1.275795 | 0.187309 | 0.567019 | 1.172218 | 1.276793 | 1.393841 | 1.742488 |
| IISNP107 | 134.0 | 0.299548 | 0.224557 | -0.000228 | 0.000010 | 0.453292 | 0.484855 | 0.499534 | 180.0 | 2311.683333 | 1236.585850 | 349.0 | 1310.50 | 2149.5 | 2955.25 | 5765.0 | 180.0 | 1511.266667 | 1131.660744 | 0.0 | 785.25 | 1243.5 | 1928.00 | 5443.0 | 180.0 | 0.641926 | 0.247946 | 0.000000 | 0.496870 | 0.530238 | 0.999081 | 1.000000 | 180.0 | 0.641568 | 0.247881 | 0.000000 | 0.496463 | 0.530092 | 0.997723 | 1.000000 | 134.0 | 0.000182 | 0.000019 | 0.000144 | 0.000167 | 0.000182 | 0.000197 | 0.000228 | 180.0 | 0.313749 | 0.216447 | 0.0 | 0.000687 | 0.454880 | 0.484248 | 0.500000 | 180.0 | 0.313538 | 0.216295 | 0.0 | 0.000687 | 0.454802 | 0.484248 | 0.500000 | 180.0 | 1.438889 | 1.756596 | 0.0 | 0.00 | 1.0 | 2.00 | 8.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000631 | 0.000802 | 0.000000 | 0.000000 | 0.000382 | 0.001042 | 0.004090 | 180.0 | 0.999369 | 0.000802 | 0.995910 | 0.998958 | 0.999618 | 1.000000 | 1.000000 | 180.0 | 2310.244444 | 1235.931931 | 349.0 | 1310.00 | 2148.0 | 2953.75 | 5759.0 | 180.0 | 798.977778 | 717.649460 | 0.0 | 2.00 | 777.5 | 1266.25 | 2966.0 | 180.0 | 0.358074 | 0.247946 | 0.000000 | 0.000919 | 0.469762 | 0.503130 | 1.000000 | 180.0 | 0.357802 | 0.247693 | 0.000000 | 0.000919 | 0.469606 | 0.502781 | 1.000000 | 180.0 | 0.306825 | 0.135149 | 0.072931 | 0.207270 | 0.291607 | 0.421432 | 0.642582 |
| IISNP108 | 9.0 | 0.154831 | 0.232613 | -0.000192 | -0.000175 | -0.000161 | 0.435719 | 0.485223 | 180.0 | 1327.172222 | 1346.892632 | 26.0 | 359.00 | 904.0 | 1800.00 | 7102.0 | 180.0 | 382.238889 | 538.664305 | 0.0 | 1.00 | 167.5 | 499.50 | 3067.0 | 180.0 | 0.398192 | 0.297156 | 0.000000 | 0.001389 | 0.487255 | 0.517125 | 1.000000 | 180.0 | 0.314189 | 0.276913 | 0.000000 | 0.000757 | 0.342457 | 0.374525 | 1.000000 | 9.0 | 0.000180 | 0.000019 | 0.000160 | 0.000162 | 0.000175 | 0.000192 | 0.000209 | 180.0 | 0.287773 | 0.231155 | 0.0 | 0.000000 | 0.453526 | 0.483440 | 0.500000 | 180.0 | 0.207756 | 0.168809 | 0.0 | 0.000000 | 0.315843 | 0.345648 | 0.484594 | 180.0 | 405.283333 | 510.829376 | 0.0 | 75.75 | 210.0 | 545.50 | 3350.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.291172 | 0.138506 | 0.000000 | 0.274415 | 0.300143 | 0.422748 | 0.485030 | 180.0 | 0.708828 | 0.138506 | 0.514970 | 0.577252 | 0.699857 | 0.725585 | 1.000000 | 180.0 | 921.888889 | 911.255251 | 23.0 | 263.75 | 589.5 | 1293.75 | 4190.0 | 180.0 | 539.650000 | 604.052455 | 0.0 | 109.75 | 326.0 | 806.75 | 3751.0 | 180.0 | 0.601808 | 0.297156 | 0.000000 | 0.482875 | 0.512745 | 0.998611 | 1.000000 | 180.0 | 0.394639 | 0.177056 | 0.000000 | 0.346384 | 0.363728 | 0.531840 | 0.971209 | 180.0 | 0.172999 | 0.164543 | 0.005460 | 0.051996 | 0.124346 | 0.233318 | 0.840808 |
| IISNP109 | 160.0 | 0.154673 | 0.223555 | -0.000228 | -0.000014 | 0.000327 | 0.467209 | 0.499343 | 180.0 | 9437.022222 | 3189.843797 | 2908.0 | 7429.75 | 9140.0 | 11050.25 | 19909.0 | 180.0 | 2285.850000 | 3204.548490 | 0.0 | 2.00 | 4.5 | 4438.50 | 16248.0 | 180.0 | 0.246732 | 0.325469 | 0.000000 | 0.000173 | 0.000513 | 0.507491 | 1.000000 | 180.0 | 0.246660 | 0.325384 | 0.000000 | 0.000173 | 0.000512 | 0.507475 | 0.999902 | 160.0 | 0.000181 | 0.000019 | 0.000144 | 0.000166 | 0.000180 | 0.000195 | 0.000235 | 180.0 | 0.153593 | 0.223081 | 0.0 | 0.000162 | 0.000453 | 0.467380 | 0.499541 | 180.0 | 0.153543 | 0.223008 | 0.0 | 0.000162 | 0.000453 | 0.467305 | 0.499312 | 180.0 | 3.427778 | 5.145949 | 0.0 | 0.00 | 2.0 | 4.00 | 38.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000351 | 0.000477 | 0.000000 | 0.000000 | 0.000232 | 0.000514 | 0.003342 | 180.0 | 0.999649 | 0.000477 | 0.996658 | 0.999486 | 0.999768 | 1.000000 | 1.000000 | 180.0 | 9433.594444 | 3188.238987 | 2906.0 | 7428.00 | 9137.0 | 11047.25 | 19890.0 | 180.0 | 7147.744444 | 4107.915526 | 0.0 | 4499.50 | 6744.0 | 9800.75 | 19888.0 | 180.0 | 0.753268 | 0.325469 | 0.000000 | 0.492509 | 0.999487 | 0.999827 | 1.000000 | 180.0 | 0.752988 | 0.325337 | 0.000000 | 0.492493 | 0.998909 | 0.999569 | 1.000000 | 180.0 | 1.273580 | 0.272004 | 0.696537 | 1.125050 | 1.272578 | 1.412471 | 2.154478 |
| IISNP11 | 160.0 | 0.353841 | 0.202656 | -0.000288 | 0.366236 | 0.461146 | 0.482656 | 0.499608 | 180.0 | 9255.933333 | 3241.901390 | 2378.0 | 6706.75 | 9091.5 | 11623.50 | 21340.0 | 180.0 | 3975.122222 | 2559.271886 | 0.0 | 2446.25 | 4126.5 | 5703.25 | 13073.0 | 180.0 | 0.438361 | 0.227728 | 0.000000 | 0.469326 | 0.508612 | 0.537710 | 0.999584 | 180.0 | 0.438230 | 0.227680 | 0.000000 | 0.469088 | 0.508458 | 0.537675 | 0.999584 | 160.0 | 0.000333 | 0.000151 | 0.000132 | 0.000177 | 0.000384 | 0.000464 | 0.000634 | 180.0 | 0.366845 | 0.194554 | 0.0 | 0.411407 | 0.463635 | 0.482935 | 0.499915 | 180.0 | 0.366726 | 0.194490 | 0.0 | 0.411189 | 0.463530 | 0.482863 | 0.499746 | 180.0 | 3.383333 | 4.635634 | 0.0 | 0.00 | 2.0 | 4.00 | 29.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000360 | 0.000474 | 0.000000 | 0.000000 | 0.000219 | 0.000496 | 0.002338 | 180.0 | 0.999640 | 0.000474 | 0.997662 | 0.999504 | 0.999781 | 1.000000 | 1.000000 | 180.0 | 9252.550000 | 3240.552614 | 2378.0 | 6698.75 | 9090.0 | 11619.00 | 21337.0 | 180.0 | 5277.427778 | 3114.155545 | 3.0 | 3315.75 | 4718.0 | 6202.50 | 18030.0 | 180.0 | 0.561639 | 0.227728 | 0.000416 | 0.462290 | 0.491388 | 0.530674 | 1.000000 | 180.0 | 0.561411 | 0.227564 | 0.000416 | 0.462261 | 0.491157 | 0.530405 | 0.999914 | 180.0 | 1.247338 | 0.305772 | 0.608462 | 1.025405 | 1.274052 | 1.440906 | 2.427515 |
| IISNP110 | 160.0 | 0.224297 | 0.142993 | -0.000197 | 0.123057 | 0.180578 | 0.366186 | 0.468218 | 180.0 | 8333.394444 | 1816.263060 | 2651.0 | 7138.00 | 8543.5 | 9516.50 | 11862.0 | 180.0 | 3653.088889 | 2758.969952 | 496.0 | 1232.00 | 2428.5 | 5708.25 | 10926.0 | 180.0 | 0.437648 | 0.309234 | 0.087915 | 0.148591 | 0.286785 | 0.638655 | 1.000000 | 180.0 | 0.437558 | 0.309167 | 0.087884 | 0.148565 | 0.286691 | 0.638631 | 1.000000 | 160.0 | 0.000179 | 0.000018 | 0.000145 | 0.000165 | 0.000178 | 0.000191 | 0.000235 | 180.0 | 0.216521 | 0.136843 | 0.0 | 0.129422 | 0.172281 | 0.359865 | 0.468404 | 180.0 | 0.216477 | 0.136812 | 0.0 | 0.129419 | 0.172251 | 0.359823 | 0.468360 | 180.0 | 1.650000 | 1.832283 | 0.0 | 0.00 | 1.0 | 2.00 | 12.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000198 | 0.000214 | 0.000000 | 0.000000 | 0.000137 | 0.000281 | 0.001264 | 180.0 | 0.999802 | 0.000214 | 0.998736 | 0.999719 | 0.999863 | 1.000000 | 1.000000 | 180.0 | 8331.744444 | 1815.946749 | 2651.0 | 7137.75 | 8540.5 | 9516.25 | 11860.0 | 180.0 | 4678.655556 | 2795.183702 | 0.0 | 2825.00 | 4373.5 | 7034.75 | 10114.0 | 180.0 | 0.562352 | 0.309234 | 0.000000 | 0.361345 | 0.713215 | 0.851409 | 0.912085 | 180.0 | 0.562244 | 0.309180 | 0.000000 | 0.361332 | 0.712981 | 0.851170 | 0.911771 | 180.0 | 1.148689 | 0.194060 | 0.522676 | 1.020648 | 1.117630 | 1.281325 | 1.672398 |
| IISNP111 | 160.0 | 0.126563 | 0.211624 | -0.000202 | 0.000414 | 0.000995 | 0.439632 | 0.499187 | 180.0 | 9532.277778 | 2525.282163 | 3373.0 | 7866.75 | 9702.5 | 11076.75 | 16299.0 | 180.0 | 3936.405556 | 4088.812721 | 1.0 | 9.00 | 3666.0 | 6897.25 | 13976.0 | 180.0 | 0.418369 | 0.414248 | 0.000127 | 0.001062 | 0.494139 | 0.997692 | 1.000000 | 180.0 | 0.418092 | 0.414030 | 0.000127 | 0.001061 | 0.493804 | 0.997146 | 0.999806 | 160.0 | 0.000180 | 0.000018 | 0.000143 | 0.000166 | 0.000180 | 0.000192 | 0.000228 | 180.0 | 0.139084 | 0.217517 | 0.0 | 0.000619 | 0.001224 | 0.451048 | 0.499359 | 180.0 | 0.138948 | 0.217306 | 0.0 | 0.000619 | 0.001223 | 0.450920 | 0.499040 | 180.0 | 10.950000 | 11.078831 | 0.0 | 4.00 | 9.0 | 13.00 | 89.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.001141 | 0.001091 | 0.000000 | 0.000457 | 0.000987 | 0.001429 | 0.006441 | 180.0 | 0.998859 | 0.001091 | 0.993559 | 0.998571 | 0.999013 | 0.999543 | 1.000000 | 180.0 | 9521.327778 | 2522.402235 | 3371.0 | 7852.25 | 9693.5 | 11061.25 | 16288.0 | 180.0 | 5584.922222 | 4260.466849 | 0.0 | 21.00 | 5723.5 | 9074.50 | 15745.0 | 180.0 | 0.581631 | 0.414248 | 0.000000 | 0.002308 | 0.505861 | 0.998938 | 0.999873 | 180.0 | 0.580767 | 0.413545 | 0.000000 | 0.002301 | 0.505519 | 0.997718 | 0.999356 | 180.0 | 1.303991 | 0.249423 | 0.691246 | 1.170493 | 1.302924 | 1.434603 | 2.371870 |
| IISNP112 | 155.0 | 0.240413 | 0.239846 | -0.000220 | -0.000154 | 0.427726 | 0.480977 | 0.499477 | 180.0 | 5789.894444 | 2608.553514 | 2008.0 | 4167.50 | 5143.0 | 6612.00 | 17775.0 | 180.0 | 2817.255556 | 2404.026513 | 0.0 | 1509.75 | 2489.5 | 3860.25 | 14181.0 | 180.0 | 0.501489 | 0.338876 | 0.000000 | 0.462003 | 0.512233 | 0.555391 | 1.000000 | 180.0 | 0.497728 | 0.338564 | 0.000000 | 0.456136 | 0.507065 | 0.553678 | 1.000000 | 155.0 | 0.000179 | 0.000018 | 0.000147 | 0.000165 | 0.000179 | 0.000190 | 0.000228 | 180.0 | 0.260063 | 0.238637 | 0.0 | 0.000000 | 0.449871 | 0.482796 | 0.499883 | 180.0 | 0.256675 | 0.235507 | 0.0 | 0.000000 | 0.445636 | 0.476039 | 0.495664 | 180.0 | 75.050000 | 84.056796 | 0.0 | 9.75 | 47.0 | 111.00 | 462.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.012810 | 0.012994 | 0.000000 | 0.002100 | 0.009006 | 0.019791 | 0.062951 | 180.0 | 0.987190 | 0.012994 | 0.937049 | 0.980209 | 0.990994 | 0.997900 | 1.000000 | 180.0 | 5714.844444 | 2582.356664 | 2008.0 | 4166.00 | 5066.5 | 6456.50 | 17570.0 | 180.0 | 2897.588889 | 2670.817902 | 0.0 | 1469.75 | 2507.0 | 3726.50 | 17570.0 | 180.0 | 0.498511 | 0.338876 | 0.000000 | 0.444609 | 0.487767 | 0.537997 | 1.000000 | 180.0 | 0.489461 | 0.330756 | 0.000000 | 0.442829 | 0.481729 | 0.532477 | 0.998217 | 180.0 | 0.778958 | 0.254229 | 0.361506 | 0.627537 | 0.748189 | 0.827499 | 1.801782 |
| IISNP113 | 160.0 | 0.255774 | 0.224149 | -0.000235 | 0.000297 | 0.371636 | 0.467598 | 0.499104 | 180.0 | 5102.161111 | 1831.001338 | 1762.0 | 3786.25 | 4909.0 | 5973.75 | 11468.0 | 180.0 | 3213.566667 | 1938.577391 | 0.0 | 1930.00 | 2861.0 | 4149.75 | 11462.0 | 180.0 | 0.634540 | 0.292339 | 0.000000 | 0.471575 | 0.531607 | 0.999226 | 1.000000 | 180.0 | 0.634287 | 0.292273 | 0.000000 | 0.471137 | 0.531492 | 0.998875 | 1.000000 | 160.0 | 0.000180 | 0.000019 | 0.000144 | 0.000165 | 0.000178 | 0.000192 | 0.000235 | 180.0 | 0.268460 | 0.223057 | 0.0 | 0.000602 | 0.403549 | 0.468785 | 0.499858 | 180.0 | 0.268327 | 0.222947 | 0.0 | 0.000602 | 0.403158 | 0.468594 | 0.499575 | 180.0 | 2.377778 | 3.213372 | 0.0 | 0.00 | 1.0 | 3.00 | 17.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000446 | 0.000616 | 0.000000 | 0.000000 | 0.000257 | 0.000618 | 0.004832 | 180.0 | 0.999554 | 0.000616 | 0.995168 | 0.999382 | 0.999743 | 1.000000 | 1.000000 | 180.0 | 5099.783333 | 1829.780108 | 1762.0 | 3784.25 | 4905.5 | 5972.00 | 11465.0 | 180.0 | 1886.216667 | 1728.228144 | 0.0 | 4.00 | 1877.0 | 2927.50 | 8063.0 | 180.0 | 0.365460 | 0.292339 | 0.000000 | 0.000774 | 0.468393 | 0.528425 | 1.000000 | 180.0 | 0.365267 | 0.292170 | 0.000000 | 0.000774 | 0.468293 | 0.527682 | 1.000000 | 180.0 | 0.688216 | 0.159786 | 0.329136 | 0.575644 | 0.682324 | 0.783404 | 1.192800 |
| IISNP114 | 152.0 | 0.283619 | 0.236432 | -0.000199 | 0.000127 | 0.463544 | 0.485376 | 0.499796 | 180.0 | 5415.311111 | 1575.713708 | 2054.0 | 4488.00 | 5464.0 | 6525.50 | 10071.0 | 180.0 | 2900.738889 | 1965.717446 | 0.0 | 1759.00 | 2707.0 | 3724.75 | 8519.0 | 180.0 | 0.559781 | 0.318448 | 0.000000 | 0.476904 | 0.510611 | 0.998717 | 1.000000 | 180.0 | 0.539559 | 0.306524 | 0.000000 | 0.457473 | 0.491826 | 0.945357 | 0.976953 | 152.0 | 0.000181 | 0.000018 | 0.000143 | 0.000165 | 0.000180 | 0.000193 | 0.000235 | 180.0 | 0.280006 | 0.237351 | 0.0 | 0.000328 | 0.461309 | 0.485961 | 0.500000 | 180.0 | 0.270172 | 0.229014 | 0.0 | 0.000320 | 0.445709 | 0.469106 | 0.487755 | 180.0 | 189.061111 | 78.286479 | 18.0 | 133.75 | 178.5 | 231.25 | 520.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.034852 | 0.009885 | 0.005141 | 0.028879 | 0.033471 | 0.040029 | 0.068671 | 180.0 | 0.965148 | 0.009885 | 0.931329 | 0.959971 | 0.966529 | 0.971121 | 0.994859 | 180.0 | 5226.250000 | 1521.173352 | 1985.0 | 4309.00 | 5267.5 | 6236.75 | 9757.0 | 180.0 | 2325.511111 | 1993.110089 | 0.0 | 4.00 | 2305.0 | 3182.75 | 9299.0 | 180.0 | 0.440219 | 0.318448 | 0.000000 | 0.001283 | 0.489389 | 0.523096 | 1.000000 | 180.0 | 0.425590 | 0.308774 | 0.000000 | 0.001250 | 0.472320 | 0.506712 | 0.983843 | 180.0 | 0.740279 | 0.163076 | 0.387173 | 0.644253 | 0.752822 | 0.830810 | 1.372592 |
| IISNP115 | 160.0 | 0.184351 | 0.221098 | -0.000205 | 0.000256 | 0.001491 | 0.441303 | 0.498972 | 180.0 | 5109.288889 | 1699.845591 | 1527.0 | 3998.00 | 5093.0 | 6184.75 | 9315.0 | 180.0 | 3288.933333 | 2270.817161 | 1.0 | 1681.25 | 2815.0 | 4948.50 | 9054.0 | 180.0 | 0.641935 | 0.355274 | 0.000193 | 0.436544 | 0.498554 | 0.999555 | 1.000000 | 180.0 | 0.641012 | 0.354773 | 0.000193 | 0.434652 | 0.498050 | 0.997944 | 1.000000 | 160.0 | 0.000181 | 0.000018 | 0.000143 | 0.000165 | 0.000180 | 0.000193 | 0.000235 | 180.0 | 0.189342 | 0.222329 | 0.0 | 0.000435 | 0.001651 | 0.445857 | 0.499138 | 180.0 | 0.189066 | 0.222012 | 0.0 | 0.000435 | 0.001651 | 0.445258 | 0.498708 | 180.0 | 6.361111 | 5.807685 | 0.0 | 2.00 | 5.0 | 8.00 | 38.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.001306 | 0.001436 | 0.000000 | 0.000493 | 0.001041 | 0.001635 | 0.013056 | 180.0 | 0.998694 | 0.001436 | 0.986944 | 0.998365 | 0.998959 | 0.999507 | 1.000000 | 180.0 | 5102.927778 | 1698.131754 | 1527.0 | 3991.00 | 5083.0 | 6178.25 | 9309.0 | 180.0 | 1813.994444 | 2071.952029 | 0.0 | 2.75 | 1613.0 | 3032.00 | 8379.0 | 180.0 | 0.358065 | 0.355274 | 0.000000 | 0.000445 | 0.501446 | 0.563456 | 0.999807 | 180.0 | 0.357682 | 0.355013 | 0.000000 | 0.000444 | 0.500940 | 0.561564 | 0.999502 | 180.0 | 0.697437 | 0.183592 | 0.277304 | 0.563650 | 0.708875 | 0.834627 | 1.055823 |
| IISNP116 | 160.0 | 0.176409 | 0.234594 | -0.000228 | -0.000019 | 0.000267 | 0.482721 | 0.499755 | 180.0 | 12872.833333 | 3740.520173 | 5733.0 | 9864.00 | 12241.5 | 15384.75 | 24018.0 | 180.0 | 3412.288889 | 4848.772876 | 0.0 | 2.00 | 6.5 | 6311.00 | 19748.0 | 180.0 | 0.256790 | 0.332884 | 0.000000 | 0.000137 | 0.000462 | 0.503876 | 1.000000 | 180.0 | 0.256729 | 0.332809 | 0.000000 | 0.000137 | 0.000462 | 0.503803 | 0.999912 | 160.0 | 0.000180 | 0.000019 | 0.000143 | 0.000165 | 0.000179 | 0.000193 | 0.000228 | 180.0 | 0.156985 | 0.227984 | 0.0 | 0.000131 | 0.000360 | 0.480543 | 0.499956 | 180.0 | 0.156946 | 0.227927 | 0.0 | 0.000131 | 0.000360 | 0.480484 | 0.499913 | 180.0 | 3.394444 | 4.961863 | 0.0 | 0.00 | 2.0 | 4.00 | 45.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000261 | 0.000360 | 0.000000 | 0.000000 | 0.000179 | 0.000340 | 0.002830 | 180.0 | 0.999739 | 0.000360 | 0.997170 | 0.999660 | 0.999821 | 1.000000 | 1.000000 | 180.0 | 12869.438889 | 3739.505384 | 5733.0 | 9861.25 | 12236.5 | 15377.25 | 24014.0 | 180.0 | 9457.150000 | 5285.202619 | 0.0 | 5731.50 | 9336.0 | 12935.75 | 24008.0 | 180.0 | 0.743210 | 0.332884 | 0.000000 | 0.496124 | 0.999538 | 0.999863 | 1.000000 | 180.0 | 0.743009 | 0.332790 | 0.000000 | 0.496095 | 0.999049 | 0.999638 | 1.000000 | 180.0 | 1.744546 | 0.269751 | 1.226642 | 1.536823 | 1.700849 | 1.915374 | 2.732149 |
| IISNP117 | 119.0 | 0.200824 | 0.171980 | -0.000219 | -0.000169 | 0.296247 | 0.348918 | 0.460519 | 180.0 | 2218.322222 | 1826.310001 | 41.0 | 870.00 | 1796.5 | 2877.50 | 12747.0 | 180.0 | 1697.544444 | 1714.996273 | 0.0 | 599.50 | 1243.0 | 2201.75 | 12739.0 | 180.0 | 0.705201 | 0.271694 | 0.000000 | 0.641042 | 0.677685 | 1.000000 | 1.000000 | 180.0 | 0.704398 | 0.271354 | 0.000000 | 0.640900 | 0.677685 | 0.997992 | 1.000000 | 119.0 | 0.000182 | 0.000019 | 0.000144 | 0.000167 | 0.000181 | 0.000198 | 0.000228 | 180.0 | 0.205988 | 0.170980 | 0.0 | 0.000000 | 0.292268 | 0.347778 | 0.493827 | 180.0 | 0.205770 | 0.170805 | 0.0 | 0.000000 | 0.291951 | 0.346930 | 0.493827 | 180.0 | 2.494444 | 4.701714 | 0.0 | 0.00 | 1.0 | 3.00 | 30.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.001102 | 0.002185 | 0.000000 | 0.000000 | 0.000260 | 0.001336 | 0.019157 | 180.0 | 0.998898 | 0.002185 | 0.980843 | 0.998664 | 0.999740 | 1.000000 | 1.000000 | 180.0 | 2215.827778 | 1824.574097 | 41.0 | 870.00 | 1794.5 | 2876.75 | 12739.0 | 180.0 | 518.283333 | 628.857244 | 0.0 | 0.00 | 334.5 | 767.75 | 3049.0 | 180.0 | 0.294799 | 0.271694 | 0.000000 | 0.000000 | 0.322315 | 0.358958 | 1.000000 | 180.0 | 0.294500 | 0.271441 | 0.000000 | 0.000000 | 0.322289 | 0.358878 | 1.000000 | 180.0 | 0.290838 | 0.207394 | 0.009289 | 0.135746 | 0.260981 | 0.392547 | 1.257667 |
| IISNP119 | 160.0 | 0.113933 | 0.202309 | -0.000219 | 0.000175 | 0.001246 | 0.010852 | 0.499652 | 180.0 | 4371.794444 | 1796.355599 | 1680.0 | 2972.25 | 4083.5 | 5143.75 | 10067.0 | 180.0 | 2761.155556 | 2309.518177 | 0.0 | 933.25 | 2492.0 | 4267.25 | 10057.0 | 180.0 | 0.635774 | 0.412796 | 0.000000 | 0.458334 | 0.990855 | 0.999368 | 1.000000 | 180.0 | 0.635468 | 0.412616 | 0.000000 | 0.458197 | 0.990206 | 0.999016 | 1.000000 | 160.0 | 0.000180 | 0.000019 | 0.000143 | 0.000165 | 0.000180 | 0.000192 | 0.000235 | 180.0 | 0.117484 | 0.204456 | 0.0 | 0.000402 | 0.001467 | 0.014421 | 0.499817 | 180.0 | 0.117414 | 0.204333 | 0.0 | 0.000402 | 0.001466 | 0.014413 | 0.498938 | 180.0 | 2.055556 | 2.625024 | 0.0 | 0.00 | 2.0 | 3.00 | 12.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000484 | 0.000676 | 0.000000 | 0.000000 | 0.000327 | 0.000714 | 0.004813 | 180.0 | 0.999516 | 0.000676 | 0.995187 | 0.999286 | 0.999673 | 1.000000 | 1.000000 | 180.0 | 4369.738889 | 1795.690503 | 1680.0 | 2971.75 | 4080.0 | 5143.75 | 10067.0 | 180.0 | 1608.583333 | 2115.158105 | 0.0 | 2.00 | 30.0 | 2593.00 | 9559.0 | 180.0 | 0.364226 | 0.412796 | 0.000000 | 0.000632 | 0.009145 | 0.541666 | 1.000000 | 180.0 | 0.364048 | 0.412609 | 0.000000 | 0.000632 | 0.009138 | 0.541508 | 1.000000 | 180.0 | 0.590346 | 0.175735 | 0.262188 | 0.460229 | 0.578514 | 0.696433 | 1.018439 |
| IISNP12 | 160.0 | 0.203271 | 0.229790 | -0.001655 | -0.000580 | 0.000318 | 0.460335 | 0.498155 | 180.0 | 11986.155556 | 3731.849284 | 2561.0 | 9216.00 | 12456.0 | 14491.00 | 24253.0 | 180.0 | 4690.688889 | 4687.140289 | 0.0 | 8.00 | 4888.0 | 7463.00 | 18316.0 | 180.0 | 0.375504 | 0.343214 | 0.000000 | 0.000750 | 0.489171 | 0.544849 | 0.999923 | 180.0 | 0.375373 | 0.343071 | 0.000000 | 0.000750 | 0.489015 | 0.544747 | 0.999688 | 160.0 | 0.001328 | 0.000289 | 0.000947 | 0.001083 | 0.001192 | 0.001589 | 0.002093 | 180.0 | 0.218901 | 0.232215 | 0.0 | 0.000624 | 0.001883 | 0.470008 | 0.499352 | 180.0 | 0.218840 | 0.232151 | 0.0 | 0.000624 | 0.001882 | 0.469930 | 0.499189 | 180.0 | 3.022222 | 4.989324 | 0.0 | 0.00 | 2.0 | 4.00 | 51.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000238 | 0.000339 | 0.000000 | 0.000000 | 0.000155 | 0.000320 | 0.003088 | 180.0 | 0.999762 | 0.000339 | 0.996912 | 0.999680 | 0.999845 | 1.000000 | 1.000000 | 180.0 | 11983.133333 | 3730.470287 | 2561.0 | 9216.00 | 12455.0 | 14487.75 | 24247.0 | 180.0 | 7292.444444 | 4768.617761 | 1.0 | 4417.75 | 6424.5 | 10899.00 | 19887.0 | 180.0 | 0.624496 | 0.343214 | 0.000077 | 0.455151 | 0.510829 | 0.999250 | 1.000000 | 180.0 | 0.624389 | 0.343194 | 0.000077 | 0.455031 | 0.510667 | 0.999122 | 1.000000 | 180.0 | 1.645180 | 0.425888 | 0.466536 | 1.401417 | 1.738667 | 1.925522 | 2.758881 |
| IISNP120 | 160.0 | 0.321717 | 0.223181 | -0.000186 | 0.011300 | 0.466261 | 0.487265 | 0.499465 | 180.0 | 11346.605556 | 4114.684608 | 2303.0 | 8024.25 | 11633.0 | 14081.25 | 23578.0 | 180.0 | 5907.311111 | 3885.934845 | 0.0 | 3437.25 | 5784.5 | 7737.75 | 20869.0 | 180.0 | 0.521028 | 0.278659 | 0.000000 | 0.462743 | 0.493972 | 0.522798 | 0.996974 | 180.0 | 0.520801 | 0.278510 | 0.000000 | 0.462394 | 0.493781 | 0.522653 | 0.995769 | 160.0 | 0.000179 | 0.000018 | 0.000143 | 0.000165 | 0.000180 | 0.000192 | 0.000228 | 180.0 | 0.328444 | 0.220227 | 0.0 | 0.011931 | 0.466439 | 0.487529 | 0.499644 | 180.0 | 0.328316 | 0.220140 | 0.0 | 0.011901 | 0.466349 | 0.487379 | 0.499644 | 180.0 | 4.622222 | 7.886170 | 0.0 | 1.00 | 2.0 | 5.00 | 55.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000413 | 0.000655 | 0.000000 | 0.000075 | 0.000245 | 0.000439 | 0.004523 | 180.0 | 0.999587 | 0.000655 | 0.995477 | 0.999561 | 0.999755 | 0.999925 | 1.000000 | 180.0 | 11341.983333 | 4113.451781 | 2303.0 | 8023.50 | 11620.5 | 14074.75 | 23574.0 | 180.0 | 5434.672222 | 3908.457938 | 38.0 | 3026.75 | 5734.0 | 7368.00 | 23559.0 | 180.0 | 0.478972 | 0.278659 | 0.003026 | 0.477202 | 0.506028 | 0.537257 | 1.000000 | 180.0 | 0.478786 | 0.278552 | 0.003022 | 0.477070 | 0.505784 | 0.537019 | 1.000000 | 180.0 | 1.512790 | 0.334655 | 0.568931 | 1.295514 | 1.553277 | 1.717388 | 2.504987 |
| IISNP121 | 160.0 | 0.230037 | 0.239837 | -0.000203 | 0.000026 | 0.000835 | 0.480656 | 0.499543 | 180.0 | 5666.061111 | 1798.642813 | 1213.0 | 4133.00 | 5712.0 | 6753.50 | 12019.0 | 180.0 | 3202.677778 | 2419.009827 | 0.0 | 1675.25 | 2912.0 | 4259.00 | 12013.0 | 180.0 | 0.546977 | 0.337677 | 0.000000 | 0.463072 | 0.503056 | 0.999185 | 1.000000 | 180.0 | 0.546771 | 0.337573 | 0.000000 | 0.463013 | 0.502864 | 0.998742 | 1.000000 | 160.0 | 0.000180 | 0.000018 | 0.000143 | 0.000167 | 0.000179 | 0.000192 | 0.000228 | 180.0 | 0.257492 | 0.238969 | 0.0 | 0.000271 | 0.447425 | 0.484446 | 0.499733 | 180.0 | 0.257381 | 0.238868 | 0.0 | 0.000271 | 0.447020 | 0.484422 | 0.499702 | 180.0 | 2.250000 | 3.318940 | 0.0 | 0.00 | 1.0 | 3.00 | 22.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000388 | 0.000558 | 0.000000 | 0.000000 | 0.000246 | 0.000506 | 0.003542 | 180.0 | 0.999612 | 0.000558 | 0.996458 | 0.999494 | 0.999754 | 1.000000 | 1.000000 | 180.0 | 5663.811111 | 1797.914806 | 1213.0 | 4130.50 | 5710.0 | 6747.50 | 12014.0 | 180.0 | 2461.133333 | 2013.771820 | 0.0 | 4.00 | 2531.5 | 3725.50 | 8539.0 | 180.0 | 0.453023 | 0.337677 | 0.000000 | 0.000815 | 0.496944 | 0.536928 | 1.000000 | 180.0 | 0.452841 | 0.337554 | 0.000000 | 0.000815 | 0.496544 | 0.536858 | 1.000000 | 180.0 | 0.762796 | 0.138429 | 0.247512 | 0.662694 | 0.753426 | 0.849815 | 1.198055 |
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| IISNP92 | 160.0 | 0.378315 | 0.183494 | -0.001300 | 0.362222 | 0.471235 | 0.486433 | 0.498821 | 180.0 | 9237.922222 | 2923.567193 | 3609.0 | 7300.25 | 8809.0 | 10815.50 | 18937.0 | 180.0 | 4085.794444 | 2413.020495 | 0.0 | 2935.75 | 4194.0 | 5388.75 | 11819.0 | 180.0 | 0.435142 | 0.216945 | 0.000000 | 0.458972 | 0.508324 | 0.526865 | 0.999558 | 180.0 | 0.435079 | 0.216911 | 0.000000 | 0.458913 | 0.508170 | 0.526716 | 0.999523 | 160.0 | 0.001402 | 0.000324 | 0.000838 | 0.001062 | 0.001497 | 0.001687 | 0.002116 | 180.0 | 0.374536 | 0.188324 | 0.0 | 0.362854 | 0.472018 | 0.487337 | 0.499895 | 180.0 | 0.374483 | 0.188298 | 0.0 | 0.362816 | 0.471988 | 0.487166 | 0.499895 | 180.0 | 1.316667 | 1.676239 | 0.0 | 0.00 | 1.0 | 2.00 | 9.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000144 | 0.000192 | 0.000000 | 0.000000 | 0.000103 | 0.000216 | 0.001127 | 180.0 | 0.999856 | 0.000192 | 0.998873 | 0.999784 | 0.999897 | 1.000000 | 1.000000 | 180.0 | 9236.605556 | 2923.243283 | 3607.0 | 7297.75 | 8809.0 | 10813.50 | 18935.0 | 180.0 | 5150.811111 | 2358.185165 | 3.0 | 3615.25 | 4608.0 | 6321.00 | 13670.0 | 180.0 | 0.564858 | 0.216945 | 0.000442 | 0.473135 | 0.491676 | 0.541028 | 1.000000 | 180.0 | 0.564777 | 0.216911 | 0.000442 | 0.473001 | 0.491567 | 0.540959 | 1.000000 | 180.0 | 1.252187 | 0.241363 | 0.644183 | 1.085005 | 1.214423 | 1.345689 | 2.013212 |
| IISNP93 | 160.0 | 0.096555 | 0.193329 | -0.000213 | -0.000040 | 0.000234 | 0.001306 | 0.499176 | 180.0 | 8362.950000 | 3718.250442 | 2522.0 | 6152.00 | 7626.5 | 9585.75 | 24428.0 | 180.0 | 3455.655556 | 4077.875800 | 0.0 | 2.00 | 2067.5 | 6591.00 | 21794.0 | 180.0 | 0.419548 | 0.431382 | 0.000000 | 0.000266 | 0.464619 | 0.999185 | 1.000000 | 180.0 | 0.419224 | 0.431120 | 0.000000 | 0.000265 | 0.464196 | 0.998316 | 1.000000 | 160.0 | 0.000180 | 0.000017 | 0.000144 | 0.000165 | 0.000180 | 0.000192 | 0.000220 | 180.0 | 0.112139 | 0.203278 | 0.0 | 0.000133 | 0.000427 | 0.001754 | 0.499325 | 180.0 | 0.111993 | 0.203013 | 0.0 | 0.000133 | 0.000427 | 0.001749 | 0.498905 | 180.0 | 12.094444 | 14.866143 | 0.0 | 4.00 | 9.0 | 16.00 | 130.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.001546 | 0.002228 | 0.000000 | 0.000601 | 0.001095 | 0.001773 | 0.019608 | 180.0 | 0.998454 | 0.002228 | 0.980392 | 0.998227 | 0.998905 | 0.999399 | 1.000000 | 180.0 | 8350.855556 | 3715.931131 | 2522.0 | 6147.75 | 7623.0 | 9566.75 | 24412.0 | 180.0 | 4895.200000 | 4590.891731 | 0.0 | 6.00 | 4554.5 | 7980.75 | 21693.0 | 180.0 | 0.580452 | 0.431382 | 0.000000 | 0.000815 | 0.535381 | 0.999734 | 1.000000 | 180.0 | 0.579230 | 0.430367 | 0.000000 | 0.000815 | 0.534982 | 0.997876 | 0.999775 | 180.0 | 1.192295 | 0.667759 | 0.433076 | 0.857340 | 1.006292 | 1.165251 | 4.202729 |
| IISNP94 | 160.0 | 0.144808 | 0.221907 | -0.000235 | -0.000146 | 0.000196 | 0.469044 | 0.499750 | 180.0 | 13327.183333 | 3591.671675 | 5230.0 | 10579.25 | 13023.0 | 15513.75 | 24616.0 | 180.0 | 4425.433333 | 5543.325841 | 0.0 | 0.00 | 7.5 | 7599.75 | 21007.0 | 180.0 | 0.336372 | 0.389649 | 0.000000 | 0.000000 | 0.000593 | 0.527868 | 1.000000 | 180.0 | 0.336308 | 0.389575 | 0.000000 | 0.000000 | 0.000593 | 0.527818 | 1.000000 | 160.0 | 0.000180 | 0.000019 | 0.000145 | 0.000165 | 0.000180 | 0.000192 | 0.000235 | 180.0 | 0.139585 | 0.219375 | 0.0 | 0.000000 | 0.000319 | 0.468182 | 0.499936 | 180.0 | 0.139558 | 0.219332 | 0.0 | 0.000000 | 0.000319 | 0.467968 | 0.499807 | 180.0 | 3.088889 | 4.700278 | 0.0 | 0.00 | 2.0 | 4.00 | 47.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000222 | 0.000285 | 0.000000 | 0.000000 | 0.000160 | 0.000320 | 0.002604 | 180.0 | 0.999778 | 0.000285 | 0.997396 | 0.999680 | 0.999840 | 1.000000 | 1.000000 | 180.0 | 13324.094444 | 3590.181400 | 5228.0 | 10578.50 | 13022.0 | 15508.25 | 24606.0 | 180.0 | 8898.661111 | 6037.491159 | 0.0 | 4694.75 | 8911.0 | 13404.75 | 24606.0 | 180.0 | 0.663628 | 0.389649 | 0.000000 | 0.472132 | 0.999407 | 1.000000 | 1.000000 | 180.0 | 0.663471 | 0.389548 | 0.000000 | 0.472087 | 0.998654 | 0.999684 | 1.000000 | 180.0 | 1.813141 | 0.263887 | 0.856835 | 1.648142 | 1.798063 | 1.933380 | 2.793386 |
| IISNP95 | 160.0 | 0.180296 | 0.233453 | -0.000219 | -0.000162 | 0.000417 | 0.475961 | 0.498911 | 180.0 | 4519.000000 | 1473.212220 | 1524.0 | 3482.00 | 4304.0 | 5470.25 | 9675.0 | 180.0 | 2338.805556 | 1861.239775 | 0.0 | 3.00 | 2363.5 | 3485.25 | 7397.0 | 180.0 | 0.526038 | 0.383940 | 0.000000 | 0.000863 | 0.497595 | 0.999345 | 1.000000 | 180.0 | 0.525691 | 0.383798 | 0.000000 | 0.000863 | 0.497071 | 0.998674 | 1.000000 | 160.0 | 0.000180 | 0.000018 | 0.000144 | 0.000166 | 0.000180 | 0.000192 | 0.000220 | 180.0 | 0.197666 | 0.237013 | 0.0 | 0.000000 | 0.000711 | 0.478295 | 0.499098 | 180.0 | 0.197455 | 0.236761 | 0.0 | 0.000000 | 0.000710 | 0.478111 | 0.499016 | 180.0 | 4.177778 | 4.192512 | 0.0 | 1.00 | 3.0 | 6.00 | 28.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000924 | 0.000957 | 0.000000 | 0.000295 | 0.000765 | 0.001242 | 0.006929 | 180.0 | 0.999076 | 0.000957 | 0.993071 | 0.998758 | 0.999235 | 0.999705 | 1.000000 | 180.0 | 4514.822222 | 1471.995313 | 1524.0 | 3481.00 | 4303.5 | 5463.25 | 9663.0 | 180.0 | 2176.016667 | 1955.149626 | 0.0 | 2.00 | 2149.5 | 3379.75 | 9663.0 | 180.0 | 0.473962 | 0.383940 | 0.000000 | 0.000655 | 0.502405 | 0.999137 | 1.000000 | 180.0 | 0.473385 | 0.383433 | 0.000000 | 0.000655 | 0.501876 | 0.996260 | 0.999757 | 180.0 | 0.619315 | 0.164257 | 0.255157 | 0.512317 | 0.605839 | 0.706676 | 1.121069 |
| IISNP96 | 160.0 | 0.230205 | 0.240125 | -0.000235 | -0.000090 | 0.000270 | 0.480335 | 0.499127 | 180.0 | 14398.200000 | 3465.611056 | 2004.0 | 12156.00 | 14337.5 | 16509.50 | 24696.0 | 180.0 | 9720.805556 | 4802.088116 | 1.0 | 6902.25 | 8741.0 | 13414.50 | 24694.0 | 180.0 | 0.686304 | 0.299491 | 0.000046 | 0.503941 | 0.534759 | 0.999883 | 1.000000 | 180.0 | 0.686168 | 0.299460 | 0.000046 | 0.503831 | 0.534611 | 0.999761 | 1.000000 | 160.0 | 0.000182 | 0.000019 | 0.000144 | 0.000166 | 0.000181 | 0.000196 | 0.000235 | 180.0 | 0.242399 | 0.240559 | 0.0 | 0.000099 | 0.429980 | 0.484485 | 0.499313 | 180.0 | 0.242334 | 0.240495 | 0.0 | 0.000099 | 0.429928 | 0.484444 | 0.499254 | 180.0 | 3.216667 | 3.909986 | 0.0 | 0.00 | 2.0 | 4.00 | 26.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000223 | 0.000273 | 0.000000 | 0.000000 | 0.000152 | 0.000295 | 0.001805 | 180.0 | 0.999777 | 0.000273 | 0.998195 | 0.999705 | 0.999848 | 1.000000 | 1.000000 | 180.0 | 14394.983333 | 3465.135915 | 2004.0 | 12155.25 | 14336.5 | 16505.00 | 24694.0 | 180.0 | 4674.177778 | 4743.994449 | 0.0 | 2.00 | 5414.0 | 7816.00 | 21640.0 | 180.0 | 0.313696 | 0.299491 | 0.000000 | 0.000117 | 0.465241 | 0.496059 | 0.999954 | 180.0 | 0.313608 | 0.299402 | 0.000000 | 0.000117 | 0.465113 | 0.495951 | 0.999935 | 180.0 | 1.977333 | 0.313715 | 0.228981 | 1.784816 | 1.985249 | 2.207706 | 2.810467 |
| IISNP97 | 160.0 | 0.198572 | 0.216164 | -0.000184 | 0.000446 | 0.001765 | 0.426840 | 0.499486 | 180.0 | 11215.211111 | 3610.441266 | 2900.0 | 8578.00 | 10846.0 | 13400.00 | 23324.0 | 180.0 | 3849.744444 | 3800.119357 | 0.0 | 8.00 | 3735.5 | 5719.50 | 16304.0 | 180.0 | 0.348734 | 0.317645 | 0.000000 | 0.000807 | 0.360270 | 0.510560 | 0.999513 | 180.0 | 0.348485 | 0.317387 | 0.000000 | 0.000806 | 0.360128 | 0.510389 | 0.999116 | 160.0 | 0.000179 | 0.000018 | 0.000143 | 0.000166 | 0.000178 | 0.000191 | 0.000228 | 180.0 | 0.223019 | 0.216242 | 0.0 | 0.000677 | 0.328228 | 0.454022 | 0.499698 | 180.0 | 0.222877 | 0.216106 | 0.0 | 0.000676 | 0.328030 | 0.453841 | 0.499498 | 180.0 | 7.422222 | 6.245406 | 0.0 | 3.00 | 6.0 | 10.00 | 43.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000659 | 0.000527 | 0.000000 | 0.000326 | 0.000517 | 0.000882 | 0.003420 | 180.0 | 0.999341 | 0.000527 | 0.996580 | 0.999118 | 0.999483 | 0.999674 | 1.000000 | 180.0 | 11207.788889 | 3608.203169 | 2899.0 | 8569.75 | 10842.0 | 13394.00 | 23321.0 | 180.0 | 7358.044444 | 4560.188072 | 6.0 | 4444.25 | 6670.5 | 10633.25 | 22631.0 | 180.0 | 0.651266 | 0.317645 | 0.000487 | 0.489440 | 0.639730 | 0.999193 | 1.000000 | 180.0 | 0.650856 | 0.317449 | 0.000486 | 0.489087 | 0.639478 | 0.998441 | 1.000000 | 180.0 | 1.508114 | 0.257719 | 0.744155 | 1.319080 | 1.527237 | 1.675380 | 2.355646 |
| IISNP98 | 160.0 | 0.276461 | 0.217102 | -0.000198 | 0.000469 | 0.421802 | 0.459635 | 0.499489 | 180.0 | 7640.716667 | 1898.320641 | 3435.0 | 6257.25 | 7660.0 | 9013.00 | 12288.0 | 180.0 | 4376.588889 | 2704.935420 | 1.0 | 2864.75 | 4267.5 | 5502.50 | 12284.0 | 180.0 | 0.573608 | 0.308256 | 0.000122 | 0.492447 | 0.542010 | 0.997101 | 1.000000 | 180.0 | 0.573489 | 0.308203 | 0.000122 | 0.492241 | 0.541940 | 0.996791 | 1.000000 | 160.0 | 0.000181 | 0.000019 | 0.000143 | 0.000166 | 0.000179 | 0.000193 | 0.000235 | 180.0 | 0.271935 | 0.219468 | 0.0 | 0.000627 | 0.421979 | 0.461356 | 0.499669 | 180.0 | 0.271873 | 0.219417 | 0.0 | 0.000627 | 0.421902 | 0.461277 | 0.499614 | 180.0 | 1.788889 | 2.608514 | 0.0 | 0.00 | 1.0 | 2.00 | 21.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000224 | 0.000286 | 0.000000 | 0.000000 | 0.000164 | 0.000291 | 0.001928 | 180.0 | 0.999776 | 0.000286 | 0.998072 | 0.999709 | 0.999836 | 1.000000 | 1.000000 | 180.0 | 7638.927778 | 1897.532862 | 3434.0 | 6255.50 | 7660.0 | 9008.75 | 12287.0 | 180.0 | 3262.338889 | 2544.570024 | 0.0 | 25.25 | 3378.5 | 4593.75 | 10221.0 | 180.0 | 0.426392 | 0.308256 | 0.000000 | 0.002899 | 0.457990 | 0.507553 | 0.999878 | 180.0 | 0.426287 | 0.308172 | 0.000000 | 0.002899 | 0.457930 | 0.507341 | 0.999878 | 180.0 | 1.041497 | 0.135165 | 0.798011 | 0.937487 | 1.033364 | 1.142928 | 1.527022 |
| IISNP99 | 160.0 | 0.251175 | 0.239850 | -0.000219 | 0.000081 | 0.446573 | 0.481980 | 0.499796 | 180.0 | 10246.255556 | 2451.692673 | 4392.0 | 8259.50 | 10374.5 | 12106.50 | 15518.0 | 180.0 | 5595.816667 | 3788.073282 | 0.0 | 3582.25 | 5587.0 | 7554.25 | 14999.0 | 180.0 | 0.545541 | 0.343848 | 0.000000 | 0.467842 | 0.507171 | 0.999380 | 1.000000 | 180.0 | 0.545351 | 0.343718 | 0.000000 | 0.467742 | 0.506945 | 0.998794 | 1.000000 | 160.0 | 0.000180 | 0.000018 | 0.000144 | 0.000166 | 0.000178 | 0.000191 | 0.000220 | 180.0 | 0.250398 | 0.240141 | 0.0 | 0.000265 | 0.446758 | 0.483118 | 0.499947 | 180.0 | 0.250317 | 0.240064 | 0.0 | 0.000265 | 0.446652 | 0.483017 | 0.499894 | 180.0 | 3.694444 | 3.812794 | 0.0 | 1.00 | 3.0 | 5.00 | 20.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 180.0 | 0.000352 | 0.000396 | 0.000000 | 0.000077 | 0.000286 | 0.000469 | 0.003030 | 180.0 | 0.999648 | 0.000396 | 0.996970 | 0.999531 | 0.999714 | 0.999923 | 1.000000 | 180.0 | 10242.561111 | 2450.454429 | 4392.0 | 8254.25 | 10373.5 | 12101.75 | 15515.0 | 180.0 | 4646.744444 | 3671.428355 | 0.0 | 5.75 | 5042.5 | 6669.25 | 14556.0 | 180.0 | 0.454459 | 0.343848 | 0.000000 | 0.000620 | 0.492829 | 0.532158 | 1.000000 | 180.0 | 0.454297 | 0.343713 | 0.000000 | 0.000620 | 0.492634 | 0.532044 | 1.000000 | 180.0 | 1.402202 | 0.202970 | 0.819258 | 1.261200 | 1.417866 | 1.531932 | 1.895755 |
| IISNP118 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| IISNP141 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| IISNP153 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| IISNP155 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| IISNP18 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| IISNP183 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| IISNP201 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| IISNP220 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| IISNP223 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| IISNP240 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| IISNP280 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| IISNP33 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| IISNP37 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| IISNP44 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| IISNP5 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| IISNP61 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| IISNP77 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
282 rows × 136 columns
AV_SNP_stats.to_csv('AV_SNP_error_background(+more)_general_stats.csv')
AV_SNP_stats.columns
MultiIndex(levels=[['ADJUSTEDFREQUENCY', 'ALL_READS', 'ALT_COUNT', 'ALT_FREQ', 'ALT_FREQ_TOTAL', 'BACKGROUND', 'DONORFREQUENCY', 'DONORFREQUENCYTOTAL', 'ERR_COUNT', 'ERR_FREQ_FIXED', 'ERR_FREQ_TOTAL', 'REFALTFRACTION', 'REF_ALT_READS', 'REF_COUNT', 'REF_FREQ', 'REF_FREQ_TOTAL', 'RELATIVE_COVERAGE'], ['count', 'mean', 'std', 'min', '25%', '50%', '75%', 'max']],
labels=[[0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 6, 6, 6, 6, 6, 6, 6, 6, 7, 7, 7, 7, 7, 7, 7, 7, 8, 8, 8, 8, 8, 8, 8, 8, 9, 9, 9, 9, 9, 9, 9, 9, 10, 10, 10, 10, 10, 10, 10, 10, 11, 11, 11, 11, 11, 11, 11, 11, 12, 12, 12, 12, 12, 12, 12, 12, 13, 13, 13, 13, 13, 13, 13, 13, 14, 14, 14, 14, 14, 14, 14, 14, 15, 15, 15, 15, 15, 15, 15, 15, 16, 16, 16, 16, 16, 16, 16, 16], [0, 1, 2, 3, 4, 5, 6, 7, 0, 1, 2, 3, 4, 5, 6, 7, 0, 1, 2, 3, 4, 5, 6, 7, 0, 1, 2, 3, 4, 5, 6, 7, 0, 1, 2, 3, 4, 5, 6, 7, 0, 1, 2, 3, 4, 5, 6, 7, 0, 1, 2, 3, 4, 5, 6, 7, 0, 1, 2, 3, 4, 5, 6, 7, 0, 1, 2, 3, 4, 5, 6, 7, 0, 1, 2, 3, 4, 5, 6, 7, 0, 1, 2, 3, 4, 5, 6, 7, 0, 1, 2, 3, 4, 5, 6, 7, 0, 1, 2, 3, 4, 5, 6, 7, 0, 1, 2, 3, 4, 5, 6, 7, 0, 1, 2, 3, 4, 5, 6, 7, 0, 1, 2, 3, 4, 5, 6, 7, 0, 1, 2, 3, 4, 5, 6, 7]])
help(pd.DataFrame.nlargest)
Help on function nlargest in module pandas.core.frame:
nlargest(self, n, columns, keep='first')
Get the rows of a DataFrame sorted by the `n` largest
values of `columns`.
.. versionadded:: 0.17.0
Parameters
----------
n : int
Number of items to retrieve
columns : list or str
Column name or names to order by
keep : {'first', 'last', False}, default 'first'
Where there are duplicate values:
- ``first`` : take the first occurrence.
- ``last`` : take the last occurrence.
Returns
-------
DataFrame
Examples
--------
>>> df = DataFrame({'a': [1, 10, 8, 11, -1],
... 'b': list('abdce'),
... 'c': [1.0, 2.0, np.nan, 3.0, 4.0]})
>>> df.nlargest(3, 'a')
a b c
3 11 c 3
1 10 b 2
2 8 d NaN
AV_SNP_stats.BACKGROUND.nlargest(20, columns=['mean']).drop(['count'],axis=1).iplot(kind='bar', title="AV Blanks - Background stats",
theme='ggplot', logy=False, orientation='horizontal', sortbars=True,)
/Users/jcollins-macbook/anaconda3/lib/python3.6/site-packages/cufflinks/plotlytools.py:123: FutureWarning: sort is deprecated, use sort_values(inplace=True) for INPLACE sorting
AV_SNP_stats.BACKGROUND.describe()
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| count | 265.000000 | 258.000000 | 256.000000 | 258.000000 | 258.000000 | 258.000000 | 258.000000 | 258.000000 |
| mean | 143.649057 | 0.000421 | 0.000075 | 0.000294 | 0.000362 | 0.000412 | 0.000473 | 0.000606 |
| std | 41.298725 | 0.000464 | 0.000105 | 0.000296 | 0.000385 | 0.000454 | 0.000540 | 0.000715 |
| min | 0.000000 | 0.000167 | 0.000016 | 0.000121 | 0.000153 | 0.000162 | 0.000167 | 0.000167 |
| 25% | 157.000000 | 0.000179 | 0.000018 | 0.000143 | 0.000165 | 0.000179 | 0.000191 | 0.000220 |
| 50% | 160.000000 | 0.000180 | 0.000019 | 0.000144 | 0.000166 | 0.000180 | 0.000193 | 0.000235 |
| 75% | 160.000000 | 0.000271 | 0.000036 | 0.000148 | 0.000174 | 0.000202 | 0.000330 | 0.000435 |
| max | 160.000000 | 0.001575 | 0.000337 | 0.001055 | 0.001496 | 0.001606 | 0.001750 | 0.002116 |
AV_SNP_stats.ADJUSTEDFREQUENCY.nlargest(20, columns=['mean']).drop(['count'],axis=1).iplot(kind='bar', title="AV Blanks - AdjFreq stats",
theme='ggplot', logy=False, orientation='horizontal', sortbars=True,)
/Users/jcollins-macbook/anaconda3/lib/python3.6/site-packages/cufflinks/plotlytools.py:123: FutureWarning: sort is deprecated, use sort_values(inplace=True) for INPLACE sorting
AV_SNP_stats.ADJUSTEDFREQUENCY.nsmallest(20, columns=['mean']).drop(['count'],axis=1).iplot(kind='bar', title="AV Blanks - AdjFreq stats",
theme='ggplot', logy=False, orientation='horizontal', sortbars=True,)
/Users/jcollins-macbook/anaconda3/lib/python3.6/site-packages/cufflinks/plotlytools.py:123: FutureWarning: sort is deprecated, use sort_values(inplace=True) for INPLACE sorting
AV_SNP_stats.ADJUSTEDFREQUENCY.describe()
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| count | 265.000000 | 258.000000 | 256.000000 | 258.000000 | 258.000000 | 258.000000 | 258.000000 | 258.000000 |
| mean | 143.649057 | 0.205619 | 0.209457 | 0.001465 | 0.020342 | 0.159086 | 0.408443 | 0.480898 |
| std | 41.298725 | 0.079875 | 0.039569 | 0.030894 | 0.081386 | 0.201397 | 0.136541 | 0.077068 |
| min | 0.000000 | -0.000167 | 0.000301 | -0.002116 | -0.001414 | -0.001006 | -0.000167 | -0.000167 |
| 25% | 157.000000 | 0.151772 | 0.202986 | -0.000349 | -0.000167 | 0.000317 | 0.426659 | 0.497523 |
| 50% | 160.000000 | 0.206468 | 0.220219 | -0.000219 | 0.000023 | 0.001235 | 0.464285 | 0.498968 |
| 75% | 160.000000 | 0.251562 | 0.231617 | -0.000210 | 0.000325 | 0.409708 | 0.480335 | 0.499542 |
| max | 160.000000 | 0.495494 | 0.242007 | 0.495494 | 0.495494 | 0.495494 | 0.495494 | 0.499840 |